Building intelligent systems that drive real-world impact
Data Scientist & AI Engineer with 4+ years of hands-on experience crafting production ML systems at Publicis Sapient, HiLabs, Spring Financials, and Auxia. Currently pursuing MSCS at UW–Madison, deepening expertise in scalable AI architecture.
Featured Work
A selection of projects showcasing expertise in AI, machine learning, and scalable system design
Embeddings Researcher
Production-ready RAG pipeline with advanced retrieval techniques, semantic search, and intelligent document processing.
- LangChain
- Pinecone
- OpenAI
Clinical Text Analysis
Automated medical document processing with entity recognition, classification, and intelligent summarization.
- BERT
- Transformers
- FastAPI
Multi-Agent Workflows
Orchestrated AI agents for complex task automation, leveraging LangGraph for stateful workflows.
- LangGraph
- GPT-4
- Redis
Areas of Expertise
Specialized skills across the AI/ML technology stack
LLMs & Generative AI
Fine-tuning, prompt engineering, and deploying large language models for production applications with RAG and agent-based architectures.
NLP & Text Analytics
Named entity recognition, sentiment analysis, text classification, and semantic search using transformer-based models and vector embeddings.
MLOps & Deployment
Building scalable ML pipelines, containerization with Docker/Kubernetes, model monitoring, and CI/CD for production ML systems.
My Journey
From academic foundations to industry leadership in AI/ML engineering
🎓 MSCS @ UW–Madison
Pursuing Master's in Computer Science, focusing on advanced machine learning, distributed systems, and scalable AI architectures.
🚀 Data Scientist @ Auxia
Led development of LLM-powered solutions and RAG systems. Architected multi-agent workflows using LangGraph and deployed production ML pipelines.
🏥 Data Scientist II @ HiLabs
Built NLP pipelines for clinical text analysis, implemented BERT-based entity recognition, and deployed FastAPI services for medical document processing.
💡 Data Scientist @ Publicis Sapient
Developed production ML systems for enterprise clients. Built recommendation engines, deployed models with Docker/Kubernetes, and implemented MLOps pipelines.
🏛️ B.Tech @ IIT BHU
Bachelor of Technology from Indian Institute of Technology (BHU) Varanasi. Built strong foundations in computer science, algorithms, and mathematics.