Skip to content
View dasdristanta13's full-sized avatar
🎯
Focusing
🎯
Focusing
12 followers · 35 following

Achievements

Achievement: YOLOAchievement: Pair ExtraordinaireAchievement: Pull Sharkx2

Achievements

Achievement: YOLOAchievement: Pair ExtraordinaireAchievement: Pull Sharkx2

Block or report dasdristanta13

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
dasdristanta13/README.md

Header

Hi there myself — portfolio ↗

I'm a Senior Data Scientist at Genpact, building production GenAI, agentic AI, and NLP systems — Text-to-SQL platforms, LLM extraction pipelines, and semantic search that ship real, measured impact instead of notebook demos.

🚀 What I'm building at Genpact & UST

  • Conversational Analytics (Text-to-SQL) Platform — agentic LangChain/LangGraph system over Azure OpenAI, cutting query-formulation time by 65% for 50+ beta users across 10 concurrent sessions, scaling to 500+ weekly queries at a 92% task-completion rate with 12+ cross-functional teams.
  • Invoice Processing Pipeline — LangChain + Azure OpenAI extraction with human-in-the-loop review, reaching 85%+ accuracy across 10,000+ invoices in 8+ languages and cutting manual processing time by 60%.
  • Provider Search System (UST) — NER + semantic/vector search mapping layperson language to medical terms, boosting search efficiency by 30% and accelerating data prep by 40% — my most-cited career win.
  • Healthcare Analytics (UST) — BigQuery-based patient-adherence analysis and an anomaly-detection system for categorical healthcare data, built HIPAA & GDPR compliant.

🧠 Skills
AI / ML NLP, LLMs, NER, RAG, Agentic AI, Machine Learning, Deep Learning, Statistical Modeling
Frameworks LangChain, LangGraph, PyTorch, Hugging Face, Scikit-learn, XGBoost, FastAPI, spaCy
Tools & Cloud Python, R, SQL, Git, Docker, BigQuery, Vector DBs, AWS, Azure (Azure OpenAI)
Design Architecture Design, Data Flow Modeling, UML, Anomaly Detection, HIPAA & GDPR Compliance

More detail on each of these (architecture diagrams, workflow breakdowns) lives on my portfolio ↗.

profile views followers

My profound works

NLP → LLM Adaptation → RAG → Agentic AI → LLMOps

Repository Focus Language Last Commit
agentic-text-to-sql Agentic AI · NL→SQL orchestration lang commit
Advanced_RAG Advanced retrieval · chunking · RAG pipelines lang commit
RAG_Techniques Retrieval strategies · embeddings lang commit
opik_proj LLMOps · tracing · GenAI evaluation lang commit
LLM-Lora-PEFT_accumulate LoRA · PEFT · LLM fine-tuning lang commit
NLP_work NER · topic modeling · semantic NLP lang commit

Supporting work: RAG-ai-bot (hybrid BM25+DPR QA bot) · ml-experiment-agent & copilot_agent (AI-agent experiments) · YOLOv6 & Cough2Covid (deep learning / vision & audio) · Time-series, Bankruptcy_LDA & Fifa21EDA (ML foundations)

Languages and Tools:

python git docker pytorch azure fastapi

LangChain LangGraph Hugging Face SQL scikit-learn

Get In Touch

LinkedIn GitHub Gmail

Pinned Loading

  1. LLM-Lora-PEFT_accumulate LLM-Lora-PEFT_accumulate Public

    LLM-Lora-PEFT_accumulate explores optimizations for Large Language Models (LLMs) using PEFT, LORA, and QLORA. Contribute experiments and implementations to enhance LLM efficiency. Join discussions …

    Jupyter Notebook 6 1

  2. NLP_work NLP_work Public

    My NLP related projects

    HTML 3

  3. Cough2Covid Cough2Covid Public

    Cough Sound to Covid Prediction

    Jupyter Notebook 3

  4. Optim-Algo Optim-Algo Public

    This repository contains different techniques/algorithms for optimising any model. OPTIMISATION ALGORITHM

    Jupyter Notebook

  5. Fifa21EDA Fifa21EDA Public

    EDA of the data collected from the Fifa 21 game by EA SPORTS

    R 1

  6. Time-series Time-series Public

    Project on time series

    R 1