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shashank bhatia

@shashankbhatia

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Experienced Data Scientist specializing in Generative AI and NLP.

India

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What I'm looking for

I seek a role that fosters innovation and collaboration, allowing me to leverage my expertise in AI and NLP while contributing to impactful projects.

I am a highly skilled and results-oriented Generative AI and NLP expert with over 7 years of experience in designing, developing, and implementing innovative solutions. My proven ability to leverage deep learning techniques and NLP methodologies allows me to extract insights from large textual datasets, build robust language models, and create impactful applications. I am passionate about staying at the forefront of the field and driving advancements in AI-powered language processing.

Currently, I serve as an Assistant Manager at The Smart Cube, where I developed a contract information retrieval chatbot using AWS Bedrock. I utilized Retrieval-Augmented Generation (RAG) to facilitate efficient access to details within over 80,000 contract documents. My leadership in developing a proof of concept for email-to-contract generation aimed to reduce costs by up to 70%. Previously, I worked as a Senior Data Scientist, innovating a custom NLQ engine that empowered users to query a tabular dataset of over 20,000 commodities, achieving a 0.93 F1 score with a fine-tuned BERT model.

Experience

Work history, roles, and key accomplishments

Current

Assistant Manager Gen AI

Current

The Smart Cube

Sep 2022 - Present (2 years 8 months)

Developed a contract information retrieval chatbot using AWS Bedrock, leveraging Retrieval-Augmented Generation (RAG) for efficient access to details within 80,000+ contract documents. Led a team to create a POC for contract generation from email conversations, utilizing Regular Expressions and Large Language Models to automate the process.

Retrieval Augmented Generation (RAG)AWS Lambda S3 NLP Chatbot Development Python Large Language Models

Project Engineer - ML/NLP

Wipro Technologies

Sep 2017 - Jul 2022 (4 years 10 months)

Formulated solutions for clause extraction from 30,000+ PDF files and developed models for risk classification and design failure prediction. Utilized various NLP techniques and machine learning algorithms to achieve high precision and recall in predictions.

Clause Extraction Named Entity Recognition Logistic Regression XGBoost NLP Data Cleaning Python Regex

Senior Data Scientist

The Smart Cube

Sep 2017 - Jul 2022 (4 years 10 months)

Innovated a custom NLQ engine for querying a tabular dataset of over 20,000 commodities. Fine-tuned a BERT-based model to predict SQL queries with a 0.93 F1 score and engineered a parsing mechanism for user queries using NER.

NLQ Engine BERT SQL Query Prediction Named Entity Recognition AWS EC2 Python Machine Learning Data Engineering NLP

Education

Degrees, certifications, and relevant coursework

Amity University

Bachelor of Technology, Mechanical and Automation Engineering

2013 - 2017

Grade: 7.89

Completed a Bachelor of Technology in Mechanical and Automation Engineering, focusing on the integration of mechanical systems with automation technologies. Gained a strong foundation in engineering principles and practices, complemented by hands-on experience in automation projects.