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Hey there!
I'm Neetu Murmu. I am a Software Engineer working in ML space.
My interest lies in creating things that make our life easier.
Currently working at CrimeCheck where I am primarily focused on
developing algorithms to extract information from court documents.
About Me →
Work Experience & Projects →
About Me

Hi there, I'm Neetu Murmu. I studied Computer Science from Indian Institute of Technology (IIT), Kharagpur. I've been working as a Software Developer for 2+ years.

I am always fascinated when I come across something new, be it technology, finance or any other field and love exploring & learning about them.
I want to work on things that can help people and make their life easier in some way.

I have mainly worked with Python and Flask so far, but I'm always open to learn new langauages and frameworks.

Work Experience
CrimeCheck

2021-present

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Working on extraction of litigant details from court orders and judgement. Extracted 7 million litigants so far.

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Made extraction pipeline robust and efficient to increase pdf2text rate and extraction.

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Led correlation analysis to determine the efficacy of our casesearch service which gave us new insights of our app.

Remedico Health

2020-2021

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Solved skewed patient allocation by designing a fair distribution algorithm based on doctors’ performance. Took complete responsibility of end-to-end testing.

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Increased accuracy of scoring system by integrating multiple factors; refactored existing code for extensibility.
Bayes Labs

2019

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Implemented publication on N-GCN to predict drugs’ toxicity, achieved 0.91 R2-score. Wrote blog on same.
Projects
ML Deployment using CI/CD pipeline

Github   App

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Deployed a bank churn prediction app on cloud with a CI/CD pipeline using services: AWS, PyPI, Github, CircleCI.

ML deployment within AWS ecosystem
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Deployed a sentiment analysis ML model within AWS ecosystem using SageMaker, API Gateway, Lambda, S3.