Building AI Solutions that Drive Business Innovation
Senior Generative AI Engineer specializing in LLMs, RAG architectures, and enterprise AI solutions. I transform business challenges into intelligent systems that deliver measurable impact and innovation.
About Me
Senior Generative AI Engineer (5+ years) building enterprise Agentic AI copilots and MCP-driven multimodal RAG systems using LangChain, LangGraph, and LlamaIndex with LoRA/PEFT, deployed on AKS. Strong in vector DBs (Pinecone, FAISS, Chroma), PySpark, Databricks, ADF, and production MLOps (Docker, FastAPI, CI/CD).
Projects Completed
Happy Clients
Years Experience
Certifications
Professional Certifications
Professional Journey
I transform raw data into gold! ✨ Check out how I've helped below companies discover hidden insights and make smarter choices that really matter.
TEKsystems Global Services Pvt. Ltd
Senior Generative AI Engineer | Technical Lead
Syren Technologies Private Limited
Senior Generative AI Engineer | Technical Lead
RWS Moravia India Private Limited
Senior Generative AI Engineer
BinaryERP Technologies India Private Limited
Junior Data Scientist
Capgemini Technology Services India Limited
Associate Data Engineer
Technical Expertise
Production-grade GenAI systems backed by strong data engineering foundations.
GenAI Systems
RAG Architecture
LangChain
LlamaIndex
LangGraph
Agentic Workflows
Prompt Engineering
Embedding Models
Semantic Search
Multilingual QA
Multimodal AI
Services Offered
Comprehensive solutions combining cutting-edge Generative AI innovations with robust data engineering foundations to transform your business through intelligent systems and scalable data architectures.
LLM Integration & Development
Expert integration of state-of-the-art language models like GPT-4, Claude, and open-source alternatives into your business applications for intelligent automation.
RAG Architecture & Vector Search
Design and implement sophisticated Retrieval-Augmented Generation systems with vector databases for accurate, context-aware AI responses grounded in your data.
AI Agent Development
Build intelligent AI agents with reasoning capabilities, tool usage, and memory systems for complex task automation and decision support.
Fine-tuning & Model Optimization
Custom fine-tuning of foundation models using PEFT, LoRA, and QLoRA techniques for domain-specific applications with optimal performance and cost efficiency.
Data Pipeline Engineering
Design and build scalable ETL/ELT pipelines using modern tools like Apache Spark, Airflow, and DBT for efficient data processing and transformation at scale.
Real-time Data Streaming
Implement real-time data streaming architectures using Apache Kafka, Flink, and Spark Streaming for low-latency data processing and event-driven applications.
Featured Projects
Innovative AI solutions and data engineering projects that drive business transformation through intelligent automation and scalable architectures.
Agentic AI Content Generator
Orchestrated an autonomous AI system using LangGraph to research and generate LinkedIn posts, cutting content creation time by 84% through parallel processing and boosting engagement with quality scoring and A/B testing.
Talksmith - Intelligent RAG Chatbot
Architected an AI-powered recruiter assistant using LlamaIndex and Pinecone, achieving high F1-scores on internal datasets while reducing resume screening workload by 33% across 1,000+ applications.
Swiss Legal RAG Chatbot
Engineered a GDPR-compliant legal assistant for contract drafting and clause summarization, implementing secure ingestion with semantic chunking that accelerated document turnaround by 45%.
Enterprise AI Data Assistant
Built a domain-specific chatbot integrating HR and Finance data using Databricks ETL, LangChain, and Azure OpenAI, reducing routine queries by 40% and saving 200+ monthly staff hours.
Google Data Migration Pipeline
Architected a high-performance ETL pipeline migrating 15+ TB of Google API data from MongoDB to Azure SQL with zero data loss, achieving 28% cost reduction through optimized data processing.
Cloud Migration & MLOps
Led enterprise-scale migration leveraging incremental load patterns and ML-driven optimization, reducing migration time by 40% while establishing automated MLOps pipelines for continuous model deployment.
Testimonials
Don't just take my word for it — hear what clients and colleagues have to say about my expertise and the impact of my work.
“Swarnava helped us scale our AI copilot from prototype to production. His optimization cut our response time by more than half. Brilliant engineer.”
Rahul Menon
Tech Lead
Syren Technologies
“He built our first RAG system and made the AWS to Azure migration look easy. The 25% cost savings was just the cherry on top.”
Sarah Chen
Senior Engineer
RWS Moravia
“Started as a junior but quickly became our NLP expert. That semantic search demo he built over a weekend? It's now in production.”
Amit Banerjee
Product Manager
BinaryERP
“Swarnava doesn't just write code - he solves problems. Our data processing went from hours to minutes thanks to his automation work.”
Priya Nair
Team Lead
Capgemini
“His fine-tuning work on Mistral-7B was impressive. But what really stood out was how well he documented everything for the team.”
Rajesh Kumar
ML Engineer
Syren Technologies
“Rare to find someone who's both technically deep and business-savvy. He always asks 'why' before diving into 'how'.”
Michael Thompson
Engineering Manager
RWS Moravia
Ready to Power Your Business with AI & Data?
Let's build intelligent AI solutions and robust data pipelines that transform your operations and unlock new possibilities.
Get In Touch
Interested in working together? Let's discuss how I can help transform your data into actionable insights.
Contact Information
Phone
+91 7478 893 810Location
Kolkata, West Bengal, India