text processing and named entity extraction engine
Budget $1500-3000 AUD
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- text processing and named entity extraction engine
These are the requirements for either a Java or Python developer (please note that requirements below are for Java but happy for a Python developer and equivalent libraries etc).
We are looking for a Java developer with some knowledge of RDBMS, preferably MySQL flavour. Python is a bonus, but not critical.
1. What are we building?
We want to build a text processing pipeline, which would extract specific named entities from news articles.
We already have web scrapers which download news from selected sources and store them. The next component is a text processing engine, which will process those articles and extract named entities according to a predefined set of rules.
2. Which tools/frameworks are essential for this project?
The core part of this pipeline is text processing and named entity extraction engine, so some familiarity with Natural Language Processing or genuine interest in it are important. Proposed framework for NLP is Stanford NLP ([login to view URL]).
Essential parts of this framework which will be used in solution are: Tokenizer, Parser, POS Tagger, Named Entity Recogniser, RegexNER
Frameworks/libraries which might become very handy: Hazelcast (for messaging and distributed computing) or alike;
3. Technical skills/knowledge:
Java
RDBMS, preferably MySQL, but could be any DB. Our schema is simple.
Maven/gradle
Git
Good knowledge of algorithms and data structures
Microservices architecture would be a bonus
19 freelancers are bidding on average $1973 for this job
Hi there, ★★★ Java / Python Expert ★★★ 6+ Years of Experience ★★★ I've read requirements and ready to build a text processing pipeline. Websites we built with Java: ✔ [login to view URL] ✔ [login to view URL] More
Hi Web and Mobile development (iOS & Android) is the main activity of my team. We are ready to develop extraction engine . Here is my portfolio for your reference - https://www.freelancer.com/u/ruslanyalansky. We ha More
hello,there i just checked your project description carefuly so it is very motivated and ideal match for my skill and experience i will python skill for it.i can handle it perfectly asap. please ping me so that we can More
I can help you in text-processing. I have more than 2 years experience in NLP and machine learning. Waiting for your good response
I am a Java Developer & doing any type of Java work. I am not ask you about my skills you just see my previous reviews which are given below Below are some links to check my working https://www.freelancer.in/projects/j More
Respected Sir / Madam, I specialize in Machine Learning , Deep Learning , Computer Vision and Natural Language Processing and Speech Signal Processing . I have already implemented and have a working model of Deep Spee More
Hello there, how ar eyou? I specialize in large scale, high availability enterprise applications development (Web, app and Desktop), extensive knowledge of Spring stack and different Spring API-s, development of Spring More
Hi I am very interested in this exciting project because I developed lots of NLP projects, especially text analysis using NLTK, Spacy, Gensim, Transformer, etc, so I am very familiar with this NLP field. As you mention More
Hi , i can do the text processing using python for your project and use all sql / no sql databases for data structure . Let's talk in details if you are interested .
Hi, I have already worked on medical papers and made a named entity recognition system based on medical terms. I have deep experience in "Stanford". Respectfully your project is very similar to that I'm working on for More