Multilingual Sales Insight Chatbot (LLMS, AWS, Python)
Summary
Developed for a chain of pharma companies.
Bio
AI/ML Engineer specializing in Large Language Models (LLMs), Generative AI, and agent-based architectures, with extensive hands-on experience developing and deploying production-grade intelligent applications. Demonstrated expertise in building real-time, scalable NLP systems, automation pipelines, and interactive workflows, consistently delivering research-driven, high-impact solutions that enhance performance and user engagement.
Work
ZS Associates
|AI Engineering Associate
Highlights
Developed an English-Japanese conversational chatbot leveraging Lang Chain agents, implementing a Text-to-SQL tool and dynamic graph-generation capabilities; optimized query resolution by 50%, delivering an average response time of 5 seconds on AWS.
Engineered and deployed a multi-agent system using LangGraph on client environments to intelligently generate configuration files, dynamically prompting users for missing or related entities in sequence, reducing configuration task time by 67% and improving adaptability by 40% for 1500+ users.
Built an automated pipeline using LangGraph, integrating intelligent entity extraction (with proactive prompting for missing details) and guideline-based asset generation and validation, boosting workflow efficiency by 35% and improving personalization.
Spearheaded real-time PowerPoint generation from a data source and streamlined VBA designs with an API-driven template system, reducing document preparation time by up to 70% and scaling solutions across 500+ users and 20+ projects.
MYOSIC Technologies Pvt Ltd
|Co-Founder
Highlights
Orchestrated backend system development with a 3-developer team, completing 20% ahead of schedule and improving performance by 35% through seamless integration.
Crafted user-centric UI/UX for MYOSIC app using Flutter, achieving 90% satisfaction in pre-launch feedback.
Championed a strategic growth plan, securing INR100K pre-seed funding via targeted outreach, significantly enhancing operational capacity.
Education
Jadavpur University, Kolkata,India
Bachelor of Engineering
Computer Science and Engineering
West Bengal Council of Higher Secondary Education,Burdwan Municipal High School, West Bengal, India
Higher Secondary Board Examination(Class XII)
Central Board of Secondary Education, Burdwan Model School, West Bengal, India
Secondary Board Examination (Class X)
Projects
Configuration Generator (Langgraph, Python, Azure)
Summary
Built for a $300B company.
OpenV Network Switch (Python,C,OVS)
Research Project
Summary
Built and developed a OpenV networks switch for DRDO(India) which is currently being used by Indian Army.
Skills
Programming Languages / Technologies
Python, C++, C, Go, NLP, RAG, LLMs, Agents, Langchain, Langgraph.
Networking
TCP/IP, HTTP, SSL, DNS.
Platform / Software
Linux, Git, Docker, Kubernetes, Jenkins, AWS.