Types of market research jobs

...experienced professional who can help me reach out to a list of leads and collect their pain points. These leads are interested in a wide range of services we offer at Thangu Academy, including software design development, content marketing, mock interview apps, and training bootcamps in over 100 technologies. Key Requirements: - Contacting leads via phone calls - Collecting their pain points in relation to the services we offer -Tracking them in our system like Name, Email, Phone Number, Website, Social URL, Pain Point, Product needed, How soon, Anyone else gave them results Ideal Skills and Experience: - Excellent communication and phone etiquette - Previous experience in lead generation and phone-based market research - Understanding of software d...

...process of launching a new tech startup focused on services. I need a professional who can help me with a comprehensive strategy for our SMMA (Social Media Marketing Agency) services sales. Your responsibilities will include: - Attending meetings with potential clients on my behalf - Making cold calls to prospects to introduce and sell our services Key Skills/Experience Needed: - Proven track record in sales for tech services - Excellent communication and negotiation skills - Experience in setting up and managing SMMA services - Strong understanding of the tech industry and its trends, especially in the SMMA sector. Please ensure you have a passion for tech and a good understanding of the startup world. This role is crucial in ensuring our services get the righ...

...library so that people can see what tests we offer (but not the entire test, just a description or some example questions), and b) an ROI calculator - where the user can specify some details about number of jobs etc and we can show the ROI. We will provide the mathematical calculations. 2) Candidate Portal. Applicant needs to be able to: a) redirect to this from the job board or company career page, b) create an account and create and/or edit candidate profile. Profile could (optionally) be created at the same time as first-time job application or separately in order to be part of our talent pool. c) upload a CV (basic CV parsing would be helpful to prefill candidate details) as well as any other relevant documents d) answer any custom questions required by the clie...

As an individual that uses the Salaams app, I am currently on the search for an Artificial Intelligence (AI) app that can modify a female v...particularly interested in a realistic voice modulation. This means, the output voice should come across as natural, avoiding any cartoonish, computerized, or robotic voice types. - Voice Options: While I am open to any number of voice alternatives an app may provide, I stress on the quality and realism of the modulated voice. It will be a definite advantage for freelancers with experience in apps that leverage AI for voice modulation to be a part of this project. Additionally, familiarity with similar apps or projects would prove beneficial. I look forward to going through intriguing proposals and discussing the potenti...

...and products offered. Key features of the project would be: - Comprehensive Business Listings: The directory should be able to accommodate a wide variety of businesses, so a well-structured and easily navigable layout is crucial. - Advanced Search Capabilities: Users need to be able to search for businesses based on specific criteria. This includes searching by name, location, services offered, and products available. - User-Friendly Design: The interface should be intuitive and visually appealing, ensuring a positive user experience. Ideal skills for this project include: - Experience in web design and development, with a portfolio that includes directory or search engine projects. - Proficiency in front-end and back-end technologies. - Knowledge of user experie...

For our course's research project, investigate the relationship between globalization and economic conflict. Some questions you may wish to consider (not exclusive!): Does trade/FDI make conflict more or less likely? How does conflict affect international trade? How does globalization affect the status of global terrorism? Specifically, for this Research Question assignment you need to: Choose a specific case study (a particular country or bilateral relationship between two countries) and articulate a specific statement identifying the causal relationship between globalization and conflict. Research Paper must be no more or no less than 8 pages, excluding a cover sheet and reference list. All sources must be cited in Turabian format. Include statist...

...will be to update pricing and options for both our Uber Eats platform as well as our website. Specifics include: - Thorough and accurate updating of pricing - Appropriate alteration of differing options - Handling the changes for an inventory less then 150 items All the required information will be provided, laying down the foundation for your task. No research or data analysis will be necessary. Ideal skills: - Attention to detail - Experience with data entry tasks, especially related to ecommerce platforms and apps - Proficiency in managing Uber Eats platform - Ability to handle large batches of products The successful fulfilment of this task requires diligence and thoroughness. We are looking forward to working with an individual who can ...

...need of an illustrator who can bring my fantasy art idea to life. The design will be used for a special project. Ideal Skills: - Proven experience in illustration, particularly in creating fantasy themes - Strong understanding of art principles and techniques - Proficiency in design software such as Adobe Illustrator, Photoshop, or similar tools. - Ability to interpret and creatively work with client briefs Please provide samples of your previous illustrations, particularly any that are in the fantasy genre. My idea is this, I want a detailed image of Batman hugging Jesus. I want the view to be of Batman’s cape with Jesus arms wrapped around him and Batman hugging him back. The hug should be that of a father comforting their son. I wan...

I'm looking for a mathematics expert with superior skills in real analysis, specifically in solving both differential and integral equations. The aim is to clearly solve a number of complex equations I currently have. Fluency in this area is a must, along with the ability to explain each step clearly. Ideal capabilities: - Advanced understanding of real analysis - Experience in solving intricate differential and integral equations - Ability to explain mathematical processes clearly To be a fit for this particular job, you'll need to be deeply familiar with the inner workings of the specified equation types.

I'm looking for a mathematics expert with superior skills in real analysis, specifically in solving both differential and integral equations. The aim is to clearly solve a number of complex equations I currently have. Fluency in this area is a must, along with the ability to explain each step clearly. Ideal capabilities: - Advanced understanding of real analysis - Experience in solving intricate differential and integral equations - Ability to explain mathematical processes clearly To be a fit for this particular job, you'll need to be deeply familiar with the inner workings of the specified equation types.

I am seeking a skilled freelancer to help me create interactive and user-friendly dashboards that visualize USDA report data using Power BI. My goal is to make it easier to understand and use, providing key insights at a glance. Key Deliverables: - Development of interactive Power BI dashboards - In-depth analysis of USDA report data The ideal freelancer will have: - Extensive experience in Data Visualization - Expertise in Power BI (creating dashboards, reports, etc) - Familiarity with USDA report data or similar datasets It's worth noting that the USDA report data is updated monthly. Therefore, the dashboards should be designed to accommodate and quickly process these monthly updates, ensuring up-to-date visualizations.

Hello, I am looking for someone who has expertise to design houses for hot climate especially where temperature reach 55 celcius in summer and is about 1 Degree Celcius in Winter. The House shall have at least 6 rooms that can be utilised at each time irrespective of which time period of year it is. It shall also have atleast 4 Bathrooms and two kitchens. You can include moroccan raid style, dome design, basement design, small pool, or making a hill style house in which there is soil on sides to save from direct sunlight. It is important to display wind direction through the year and also sunshine direction through a 3D design. I will just provide coordinates, you have to search an calculate correct wind and sun movements. There is enough land available, so you can de...

...a specific coin/token on the Cryptomoonshots subreddit. Here's a breakdown of the responsibilities and requirements: - **Objective**: The primary goal is to create a buzz and generate interest around the token within the crypto community. This requires a deep understanding of the crypto landscape and a flair for engaging content creation. - **Target Audience**: The post is specifically aimed at crypto enthusiasts, so a good understanding of their preferences, hot topics, and behaviors is essential. - **Content Creation**: While I haven't specified the exact content I want, I need someone who can create compelling, informative posts that can potentially go viral. If you have a flair for technical analysis, market potential, or project roadmaps tha...

...FBA store for my New Zealand business, specialized in selling less than 5 types of ovulation and pregnancy tests. Here's what I need: - Setting up account and listings: I'll be needing help with setting up the Amazon account and listings. I have most product details, including descriptions, images, and prices ready for upload. However, there could be some information still needing to be finalized. - Product optimization: I also need someone who can optimize the product listings for visibility and conversions, effective keywords usage is crucial. - Compliance with Amazon’s policies: You will ensure all listings comply with Amazon’s policies and regulations. Ideal skills for this job will be an in-depth understanding of Amazon FBA, product list...

...casual outdoor enthusiasts. This includes both the practicality and the style of the apparel. - Conduct market research to understand the preferences and needs of this target group. - Develop a marketing strategy tailored to these consumers, leveraging their interest in outdoor activities. Skills and Experience: - Proven experience in designing and launching apparel lines, ideally within the outdoor or casual wear sectors. - Strong understanding of market research techniques and the ability to interpret the data. - Familiarity with consumer behavior in the outdoor enthusiast space. - Excellent communication skills and a creative mindset to develop a marketing strategy that can drive sales. The primary goal of this project is to...

...produce humorous content for my Youtube channel. The primary focus of this channel is entertainment with a humorous tone. Key Requirements: - I need engaging videos about celebrities. These videos should be informative and entertaining, with a focus on humor. - The videos should feature a female voiceover, which is a crucial element in the overall entertainment value. Ideal Skills and Experience: - Proven experience in creating engaging video content for social media platforms, especially Youtube. - Strong scriptwriting skills in order to produce entertaining and informative content about celebrities. - A female voice actor or access to one to provide the necessary voiceovers. - Understanding of the YouTube platform and what types of content perform well ...

I'm looking for a seasoned online marketer to spearhead my Airbnb booking boosting campaign. The primary aim of this project is to significantly increase bookings on my Airbnb property. Key Responsibilities: - Develop and execute a comprehensive online marketing strategy that will directly lead to an increase in bookings. - Implement and monitor a variety of online marketing techniques, constantly tweaking them to optimize results and maximize ROI. - Monitor and manage campaign budgets effectively. - Provide regular reports to detail the performance of the campaign. - Stay up-to-date on the latest industry trends and adjust strategies accordingly. Ideal Candidate: - Proven experience in successfully executing online marketing campaigns, with a focus on increasin...

I am seeking an intermediate Research Assistant to help me with several tasks related to a research project I'm working on. The following tasks are required: - Data collection - Literature review - Finding suitable journals - Modeling and coding - Finding related talent - Scripting Ideal candidates will be proficient in the above areas, especially with data collection and literature reviews, and be able to identify suitable journals for publication. Basic to intermediate modeling, coding, and scripting skills are also necessary. In terms of communication, I would like to be updated on the project status via daily emails. Please ensure your ability and availability to do this. Requirements for this role: - Intermediate level experience in research ...

...in Ghana. Called GhanaStay The envisioned app should: - Showcase each rental's key information, Including: - Rental Price - Location - Amenities - Level of Security - Number of Bedrooms - Number of Baths - Air Conditioning - Enable users to efficiently search and filter rentals by: - Location - Price range - Number of Bedrooms - Number of Bathrooms - Present a comprehensive view of each property through: - Photo galleries: High-quality images showcasing the rental's best features. - Property descriptions: Detailed, well-written descriptions giving an accurate impression of the property. - Reviews: Platform for previous tenants to leave their honest reviews. The ideal candida...

I'm seeking a skilled graphic artist to design a minim...line or bar graphs with simple key - Must have a keen eye for detail, be creative, and have an understanding of non-fiction book design. Ideal Skills: - Expertise in graphic or book design. - Experience with minimalistic, or uncluttered, design style. - Knowledge or understanding of technology would be highly valued. - Strong creative and color sense abilities. The goal is to create a book design that not only appeals to those who wish to learn about crypto- investing but also stands out in the non-fiction market space. Your innovative ideas are welcomed. If you are only interested in the book cover, or only in the stock chart interior designs, we can discuss pricing for half of the project. Le...

I am in the market for a skilled WordPress developer to expedite the establishment of an e-commerce site. My primary objective is to provide my customers with information about my dance school and convert them into paid registrations for a dance school. Key Deliverables: - E-Commerce Functionality - Integration of Customer Reviews Feature Ideal Skills & Experience: - Proficiency in WordPress - Familiarity with E-commerce site development - Experience in implementing customer review systems I'm set on getting this project completed ASAP. Therefore, candidates who can commit to a tight deadline are preferred.

I need a visual representation of the system architecture for my .ipynb file. This will be based on my approach using 3D CNN and Transfer Learning for Brain Tumor Classification. The main purpose of this diagram is to provide an overview of the system architecture, similar to how it is in research papers. It should be clear, detailed and well-annotated to help me understand the flow of data and the various components involved in the process. Key Requirements: - The diagram should be in PNG format. - Include detailed annotations to help me understand the components, their interactions and the flow of data in the system. - Proven experience in creating architecture diagrams, especially in the context of machine learning or deep learning pro...

...and optimize the production of product reviews on my YouTube channel. Key responsibilities include: - Planning and supervising the production process of product review videos - Implementing strategies to ensure the content is highly engaging to draw in more viewers - Continually evaluating and adjusting strategies based on performance metrics - Supervision of Keyword research,scripting ,video production, and optimization Ideal Candidates: - Have experience in managing YouTube channels - Have a strong understanding of YouTube algorithms and SEO - Able to manage video production process end-to-end - Have a great understanding of how to create engaging digital product review videos The project manager should be capable of increasing the ...

...works etc. We sell StarterStoppers into every country of the world, because it is a problem all over the world. I want marketing experts to promote StarterStopper all over the world, and offer commission for each StarterStopper your marketing sells! Here is what we offer: • We give you a $200 budget • We also give you a unique discount code • You market however, wherever (the world is yours) • Customers who use your code get a 5% discount when buying • Every time your code is used, we pay you! (A$10 for each Alarm sale, A$5 for each Classic sale) You market 1000 Alarm customers per month = we pay you A$10,000 per month Have a read of StarterStopper Please let me know what you have in mind on how to market StarterStopper...

...a B2B marketplace platform for the buying and selling of forest products. The platform should cater to a range of users including buyers, sellers, and administrators. Key Features: - User Management: Implement a user registration and login system. - Product Management: Allow users to list thousands of forest products in bulk via wood processors inventory system and facilitate a user-friendly search system. - Messaging System: Integrate a robust messaging system for seamless communication between buyers and sellers. - Auctions: Implement English and Capacity auctions for listing forest products based on market conditions. - Order Management: Develop an efficient order management system for tracking and processing transactions. User Types: - Buyers: Us...

...overall performance of these two types of vehicles. Key Areas to Cover: - Environmental Impact: The freelancer must analyze and present a detailed comparison of the environmental impact of hydrogen and electric vehicles. - Cost-Effectiveness: The paper should investigate the cost implications of transitioning to hydrogen internal combustion engine vehicles in comparison to electric/battery-powered cars. - Performance Comparison: A crucial part of the paper will be to comprehensively compare the performance levels of these two types of vehicles, understanding their efficiency, speed, and usability. Ideal Skills and Experience: - Strong academic writing skills are a must. - Prior experience in automotive or environmen...

I'm currently in need of a talented Sales Executive to sell our range of Cloud Services. Key Responsibilities: - Drive sales for our Cloud Services offering to both new and existing clients - Develop effective sales strategies - Understand the client's needs and propose relevant solutions Ideal Skills and Experience: - Some previous experience selling Cloud Services or similar IT services. While extensive experience is preferred, it's not a must. - Knowledge of the IT services market - Exceptional communication and negotiation skills This is a fantastic opportunity to join a dynamic environment, where your impact will be visible and highly valued. Let's connect if you share the same passion for technology sales as we do.

I'm in need of a research professional who can collate and organize details about the Corporate Social Responsibility (CSR) activities of a specified list of 400 companies, together with LinkedIn profile URLs of respective team members. Key Task Requirements: - Research and compilation of CSR project details of the identified companies - Use of Excel for data presentation in an organized manner - Gathering of LinkedIn URLs of team members from each company Ideal Skill Set: - Proficiency in web research - Expertise in data entry and data organization - Familiarity with LinkedIn and its functionalities - Detail-oriented approach - Experience in Corporate Social Responsibility research is a ...

...around the supply of leafy greens and root vegetables. I aim to source these products from local farms, wholesalers, and directly from growers. Key project details: - The main goal of this project is to establish a successful supply chain for vegetables to increase revenue. - The focus will be on leafy greens and root vegetables, hence expertise in handling these types of produce is crucial. - The ability to connect with local farms, wholesalers, and growers is vital to ensure a reliable source of quality vegetables. Ideal freelancers for this project should possess: - Experience in the food supply industry, preferably with a background in handling leafy greens and root vegetables. - Strong connections within the local farming and wholesaling commun...

...need an experienced digital marketer with significant SEO knowledge and proven results. The professional will undertake tasks involving Keyword Research, On-Page and Off-Page Optimization which are crucial SEO components. In marketing my product to a B2C audience, the ideal candidate should have extensive experience in devising and implementing effective strategies for reaching consumers directly. Excellent skills in Social Media, Email Marketing, and Content Marketing are essential as these digital marketing channels will be the focus. Your role would include: - Building a robust SEO strategy from ground up - Facilitating thorough keyword research - Implementing competent On-Page and Off-Page SEO - Driving targeted B2C traffic to improve conversion rates - Maintaining ...

I'm looking for a comprehensive market research on voice changing AI applications that can function with the "Salaams" app on iOS and Android platforms. It's crucial that these applications have a real-time voice changer feature. I'm specifically interested in applications that can shift voice to a non-cartoonish, non-robotic female voice. Ideal Skills and Experience: - Extensive experience in AI app research - Detailed understanding of voice changer apps - Familiarity with Salaams app and its compatibilities Project Requirements: - Identify compatible voice changing AI apps for both iOS and Android - Focus on apps providing real-time voice change to a female voice - Exclude apps producing cartoonish or robotic voices - Deliver a comp...

I'm seeking a skilled web developer with versatility as the requirements for my project are not completely defined yet. The type of website, its features, functionality, and platform are to be discussed and decided based on the freelancer's expertise and suggestions. Key skills and experience: - Ability to design and develop different types of websites (e.g., e-commerce, portfolio, blog) - Knowledge of different features and functionalities such as online shopping carts, user registration and login, and blogging platforms - Familiarity with various platforms or Content Management Systems (CMS) such as WordPress, Shopify, and Joomla - Exceptional problem-solving skills and creativity - Excellent communication skills for understanding requirements and ...

I am seeking an expert copywriter with experience in creating compelling health-related content. The primary goal of this project is to produce engrossing pieces centered around cardiovascular health targeted at health professionals. Key requirements: - The copy needs to be highly informative, yet engaging. - Proficiency in medical jargon particularly about cardiovascular health. - Create content for advertising and marketing purposes, knowledgeable in health, nutrition, and fitness copy. Skills and Experience: - Proven experience in copywriting, specifically in the health and wellness industry. - Deep understanding of cardiovascular health topics. - Excellent research and communication skills. - Prior experience writing for or marketing to health professionals i...

...for the purpose of conducting market analysis. Key Information to Gather: - Location: Where each school is based. - Nonprofit Status: Whether the school is a nonprofit or not. - Programs Offered: The range of beauty programs that each school offers. The purpose of this project is to help me with market analysis, so the data will be used to understand the landscape of nonprofit beauty schools in the USA and the diversity of programs they offer. This information will also help identify potential market gaps and opportunities. Ideal candidates for this job should have: - Strong research skills: To gather accurate and up-to-date information. - Understanding of the beauty education industry: To ensure the relevance and ...

I'm seeking a skilled writer to help document the life and adventures of a fascinating individual who has served as a RAF officer, a ship captain and an attendant for young Prince Charles. The aim of this project is to create a historically accurate account of his life, capturing the essence of his experiences and the eras he lived through. Key Requirements: - Extensive interviewing: You'll need to conduct detailed interviews with the individual. - Audio Recording: Interviews are to be recorded for future reference, so you should be skilled in handling audio recording equipment. - Research: As this is a historical documentation, you'll need to perform in-depth research to verify and add context to the provided information. ...

...compromise productivity and customer service. PREDICTIVE HR is in the process of hiring over 1,000 virtual agents working the job is all about taking invoices, data recording, email handling, memo typing, schedules, online research and little data entry from a remote 'll be interviewed and oriented on what to do by the way before resuming ideal candidate will have prior experience in recruitment or human resources, with knowledge of screening,interviewing, and hiring practices. Human Resources Manager/HR Recruiter Job Postings and Sourcing. Qualify, screen and interview candidates. Meet deadlines of hiring needs per month. Enhance company processes in Recruitment. Availability of stable internet connection to work remotely. Responsibilities:...

I want to develop an application that will provide a financial service to locals in Qatar only. I have an example application in another country's market. This application must overcome the drawbacks in the other country's market application [will be shared later].

As an established blockchain company, we're currently in the market for a seasoned Ethereum blockchain specialist to join our team. This individual will primarily focus on DeFi, harnessing their expertise to further strengthen our offerings. Responsibilities: - DeFi Blockchain Development Skills & Experience: - Proven experience as a Senior Blockchain Engineer, particularly within Ethereum. - A strong understanding and experience in DeFi. - Developed smart contracts experience is a plus but not necessary. - Highly capable in designing sophisticated blockchain architecture. - Demonstrable experience implementing effective security measures. We look forward to receiving proposals from candidates with a robust understanding of Ethereum and a strong interest in deve...

Hi Priyanka P., It's Debbie Moore. Long time no talk! I need help setting up a couple custom post types with taxonomies on my wordpress website. Is this something you can do? It should be simple if you know what you are doing. I basically just need troubleshooting. My budget is $100 CAD. Let me know if you want this gig. Thanks!

I'm searching for an Amazon specialist who has experience with Brand registration and trademark registration. - Assisting with the brand registry process on Amazon We are currently selling in the USA and Canadian market. We need someone to register our brand officially on amazon. If you are truly experienced you can be part of our team on a monthly basis We need an expert in solving heath and support issues. like policy violation ect.

I'm in need of a proficient writer to create descriptive and enticing product descriptions for a variety of culinary items. Key Responsibilities: - Crafting compelling product descriptions for an array of food items - Highlighting product features, nutritional values, and overall appeal - Create content that aligns with our brand voice and target audience Skills and Experience Needed: - Exceptional writing skills - Proven experience in content writing, especially product descriptions - Deep understanding and passion for food and culinary trends - Excellent research capabilities to provide accurate product details - Ability to adhere to deadlines without compromising on quality. If you can make customers crave food items through your words, I wan...

I require assistance in protecting the copyright of my written content. The successful candidate will be tasked with: - Ensuring the written content is adequately protected from infringement. - Registration of the copyright. - Updating me on fair use guidelines. The ideal freelancer for this job should have significant experience in copyright research and registration. They should also have a proven track record with copyright infringement protection, particularly for written content. Knowledge of current fair use guidelines is a must.

Prepare a report with executive summary, market overview, market estimates, trends, challenges, and opportunities Trends in EV Batteries Chemistry Timeline: 48 hours Format: PPT (Approx 6 – 10 slides) Focus: Structure, content quality and thought process Please follow the below given pointers while submitting the case study: i. All numbers checked & and verified. ii. Visually crisp & clear iii. All sources listed. iv. Powerful inferences & takeaways v. No plagiarism, no AI-generated content vi. Be ready to present & and defend the 5 slide takeaways. vii. No more than 48 hours (assuming only 3-4 hours of work on the...

...different aspects of thesis writing in Data Engineering and Machine Learning. Key areas where assistance is required: - Expertise in research methodology to help shape the foundation of my thesis and guide me effectively to carry out my research. - Skilled in literature reviews for significant studies in the field, ensuring a comprehensive and well-rounded foundation for my work. - Proficiency in data collection and analysis for gaining, organizing, and interpreting vital information, contributing to my comprehensive understanding of the topic. Additionally, I need hands-on support in data engineering, so expertise in this field is highly desired. An understanding of Google clouds will also be beneficial, given the nature of my project...

I'm in need of an experienced developer to create a Google Spreadsheet plugin for me. This is somewhat of a specialized skill as it involves working within the Google Workspace developing environment. Key Requirements: * Able to push through the complexities of Google's Workspace and create a plugin which is able to export mixed data types, both numerical and textual, from the spreadsheet. * Knowledge about data conversion as that is another main feature of the plugin. * Utilize webhook API in exporting data from the spreadsheet. Ideal Expertise: * Experience in creating Google Spreadsheet plugins. * Knowledge and experience in working with APIs. * Well-versed in data exportation and conversion. Please note, more details on the webhook API in...

We are seeking an experienced [VA] to help us with our company tasks such as social media posts, research data entry etc... The ideal candidate should have a strong background in [LinkedIn Job posting - data entry - Google drive/sheets] The tasks are very simple, however, this will be ongoing, daily work for the foreseeable future. Must be reliable and consistent in order to be successful in this role

I'm in need of a comprehensive research paper that delves deeply into the realm of technology. The paper should be an in-depth analysis, ideally with the inclusion of case studies to bolster the points being made. A paper contains: Absract-Introduction-Physical problems (goemetry+equations+boundary conditions)-Methedology (experimental or numerical)-Results and discussion-conclusion-references. They are the differents sections of each research paper. Key Points: - The paper should explore various facets of technology, including its impact on society, different industries, and potential future trends. - It should be well-researched and offer a thoughtful, critical perspective. - The use of statistical analysis software is cruci...

I need an expert in business development with a focus on sales and marketing strategies. Key areas needing your expertise are: - Developing innovative and effective advertising strategies - Capability analysis and strategic sales planning Though the target audience hasn't been explicitly identified, your versatile experience with a myriad range of demographics will be instrumental for this role. Your innate understanding of market trends and the ability to align them with our business vision will be pivotal in driving us towards success. I look forward to receiving your solution-oriented, dynamic, and versatile portfolio.

1 Problem Statement and Datasets In this assignment, you will implement Vector Based Models to rank academic research papers. Refer to the code and dataset that can be downloaded from the zip file here. The code is written and tested in Python 3.10. The dataset consists of 8K research papers (or documents) and 100 queries downloaded from Semantic Scholar 1 . The zip file consists of: 1. file 2. file 3. 4. s2 folder with: (a) s2/s2 : All (8K) research papers in the corpus. Each research paper has 3 fields. i. docno: A unique document id for each research paper ii. title: Title of the research paper iii. paperAbstract: Abstract of the research paper A single paper entry looks like: { "docno": "6e4e...

I am working on a research project. I need more efficiency of the model that is already trained.