Prgya Gupta
AI Engineer | WatsonX CE @ IBM | GenAI, RAG Systems, NLP Compliance Solutions | Python, Flask, LLM Integration GATE QUALIFIED • AIR 2625
- Role
- Ai Engineer at IBM
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Prgya Gupta
Data Scientist at Microsoft building production-grade AI systems focused on Generative AI…
Experience
Ai Engineer
Sep 2023 — Present · Banglore, IN
As part of IBM WatsonX Client Engineering, I designed and delivered AI/GenAI Proofs of Concept for enterprise clients, bridging business needs with AI capabilities. I worked across prompt engineering, NLP pipelines, backend development, and client-facing demos to accelerate adoption of AI within industries.Key Duties & Achievements:Retrieval-Augmented Generation (RAG) Systems – Designed and implemented RAG pipelines using WatsonX.ai, Watson Discovery, and Milvus vector databases, integrating PDF/document ingestion, embedding generation, and semantic search.Contract Clause Comparison Engine – Built NLP-powered comparison modules using paraphrase-mpnet-base-v2 and WatsonX LLMs to match predefined legal clauses with uploaded contracts, compute similarity scores, and generate recommendations.Frontend-Backend Integration – Developed Flask-based APIs connected to interactive HTML/Tailwind UIs for real-time data visualization, search, and CSV report generation.Custom LLM Prompts & Evaluation – Crafted structured prompts for WatsonX models to ensure high accuracy in domain-specific scenarios, using both rule-based and embedding-based evaluation metrics (including BERTScore).Document Processing Pipelines – Automated ingestion and parsing of multi-format documents (PDF, TXT, Excel) with extraction of metadata (group name, references, URLs) for structured storage and retrieval.Cloud Pak for Data Integration – Created sample users, collections, and configurations to showcase WatsonX capabilities for client PoX engagements.Performance Optimization – Tuned embedding parameters (e.g, MULTILINGUAL_E5_LARGE truncation) for multilingual text similarity in legal, financial, and technical documents.
Education
U.P KIRANA SEVA SAMITI VIDYALAYA
Class 12 ICSE
2016 — 2016
Internshala Trainings
Data Science Placement guarantee course , Data Science
Dr. A.P.J. Abdul Kalam Technical University
Bachelor of Technology - BTech
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