Abhi Vishrut Minocha
Bengalore,Karnatka
Summary
Data Scientist familiar with gathering, cleaning and organizing data for use by technical and non-technical personnel with experience in Machine Learning and Deep Learning.. Highly organized, motivated and diligent with significant background in NLP.
Overview
4
4
years of professional experience
Work History
Data Scientist - 2
Dun & Bradstreet
04.2022 - Current
- Built financial Information chat bot using Open-CV and OCR techniques to extract text from PDF document.
- Used Langchain to split text into chunks and create embeddings to store in Vector DB.
- Then passed these embeddings as context to LLM model.
- User query was answered using passed context.
- Used semantic similarity approach to filter out news related to natural calamities using SBERT model to be used in ESG scoring model.
- Built custom Spacy NER model to extract entities from text like "consequences", "lives lost".
- Streamlined data collection methods to improve quality control measures and minimize errors in analysis results from various sources like news, annual reports, etc.
- Cleaned transformed, and analyzed large datasets to uncover hidden trends and patterns for actionable insights.
Software Engineer
L&T-NxT (Acquired By Mindtree In July 2021)
08.2020 - 04.2022
- Built cognitive search application created for site engineers to search results from SOP's.
- Implemented various preprocessing techniques before passing PDF to model and Elasticsearch to retrieve answers faster.
- Built platform used for processing structured and unstructured legal manufacturing documents and identification of risky clauses in construction domain.
- Developed Tensorflow1 based Object-detection document -layout model for NLP-based platform.
- Fine-tuned BERT model for Contract data and built FLASK/FAST APIs to inference models.
- Handled end-to-end development and deployment of machine learning as well as deep learning models
- Converted PyTorch-based BERT Question/Answering model to ONNX model which resulted in faster inference.
- Handled docker-based deployment and container orchestration using shell scripting.
Education
Diploma - Artificial Intelligence And Machine Learning
University of Hyderabad
Online12.2022
B.Tech - Information Technology
SRM Institute of Science And Technology
Chennai, India05.2020
Skills
- Python Programming
- Machine Learning
- SQL Databases
- Statistical Analysis
- Scikit-Learn
- Natural Language Processing
- Large Language Models
- Langchain
- Vector DB
- Fast/Flask API
- Pyspark
- Docker
Accomplishments
- Received spot-on award for handling the developing and deploying platform end to end.
- Received Gratitude for creating New Insights using the existing data.
Timeline
Data Scientist - 2
Dun & Bradstreet
04.2022 - Current
Software Engineer
L&T-NxT (Acquired By Mindtree In July 2021)
08.2020 - 04.2022
Diploma - Artificial Intelligence And Machine Learning
University of Hyderabad
B.Tech - Information Technology
SRM Institute of Science And Technology
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