Rupam Hazra
Aspiring GEN AI | Python Developer
- Role
- IT Analyst at Tata Consultancy Services
- Location
- Kolkata, WB, IN
- LinkedIn followers
- 500 followers
Experience
IT Analyst
Jul 2022 — Present · Kolkata, IN
Contributed to the TCS ADD™ Safety platform, an AI-enabled pharmacovigilance system automating end-to-end case processing workflows.• Developed GenAI workflows using GPT-4o for structured extraction of suspect drugs, adverse events, patient demographics, reporter details, and medical history.• Designed auto-narrative generation prompts using GPT-4o to create regulatory-compliant narratives from structured data.• Implemented Retrieval-Augmented Generation (RAG) pipelines using all-MiniLM-L6-v2 for embedding generation and pgvector for vector similarity search.• Automated MedDRA coding for adverse events, medical history, and drug indications using pgvector and LLM-assisted ranking and mapping.• Fine-tuned TinyLlaMa LLM using PEFT and LoRA for extracting causality and action-taken information from safety case narratives.• Integrated Flask-based APIs for serving AI models in production with secure deployment and logging mechanisms.• Led a small team of developers, handling team lead responsibilities:• Prepared design documents and user stories based on business requirements.• Reviewed and ensured adherence to coding standards and best practices.• Managed version control workflows in Git and resolved merge conflicts.• Closely collaborated with junior developers to debug complex issues and devise solutions.• Worked with business analysts to understand and translate business requirements into technical solutions.• Tracked development activities, ensuring timely delivery and quality.• Award: Star Performer for innovation in AI workflows for PV automation.• Best Team Award in AI workflows for PV automation.
Education
IERCEM institute of information technology(Techno India Banipur)
Bachelor of Technology (B.Tech.)
2009 — 2013
A.P.C High School For Boys
High Secondary and Secondary
2002 — 2009
Skills
- Sql
- Javascript
- Bootstrap
- Computer Science
- C
- Microsoft Office
- Team Management
- Core Java
- Angularjs
- Java
- Microsoft Word
- Ajax
- Microsoft Excel
- Jquery
- C++
- Microsoft Sql Server
- Html
- Php
- Mysql
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