Open to AI/ML Opportunities · Bangalore, India

Swadesh
Choudhary

AI Engineer · Multi-Agent Systems · LLM Architect

Building production-grade agentic AI systems, LLM-powered backends, and intelligent automation pipelines. 3+ years transforming AI research into enterprise-ready solutions at scale.

View Work ↓ Get in Touch

Available for opportunities

Experience

Technical Lead Engineer — AI Automation

HCL Technologies · Bangalore, India · Oct 2023 – Mar 2026

Multi-Agent Orchestration System — Architected a scalable FastAPI backend with a registry of specialized AI agents. Designed an intelligent orchestrator dynamically routing requests (Test Plan Generation, Feedback Collection) and persisting structured JSON outputs to Azure Cosmos DB, enabling stateful multi-turn workflows.
Excel-Integrated Conversational AI Bot — Built a responsive bidirectional UI embedded directly within Microsoft Excel using Office.js Add-in API. Engineers query requirements, receive AI-generated feedback, and refine test plans without leaving their spreadsheet environment, via a local NGINX reverse proxy.
Automated Change Detection & Bidirectional Sync — Implemented a two-way synchronization engine continuously comparing user-modified Excel data against the backend baseline. Detects discrepancies, triggers automated feedback loops, and propagates validated changes to Azure Cosmos DB.

PythonFastAPILangChainLangGraphOpenAI APIRAGAzure Cosmos DBOffice.jsNGINXMulti-Agent AI

Machine Learning Intern

IFB Industries – Fine Blanking & Motors Division · Jun 2022 – Aug 2022

Intelligent Wash Cycle Optimizer — Developed an automated control system dynamically adjusting wash duration, water intake, and detergent release based on real-time sensor feedback, producing measurable reductions in simulated water and energy consumption.
Predictive Sensor Modeling — Trained ML models processing live telemetry from turbidity, temperature, and load sensors. Applied rolling window averages to filter optical noise and predict soil extraction rates throughout each wash cycle.

PythonPandasNumPyScikit-learnMatplotlib

Projects

🤖

Agentic AI Orchestration System

Production-grade multi-agent backend with a dynamic orchestrator routing tasks across specialized agents. Persistent session state in Azure Cosmos DB enables complex multi-turn workflows for enterprise test automation.

LangGraphFastAPIOpenAICosmosDB

📊

Excel × AI Integration Add-in

Bidirectional conversational AI embedded inside Microsoft Excel via Office.js. Real-time AI-agent dialogue via locally hosted NGINX reverse proxy — zero context switching for engineers.

Office.jsTailwind CSSNGINXLLM

🌫️

Air Quality Sensor Calibration

IIT Goa research calibrating low-cost PM2.5 sensors against reference monitors using SLR, MLR, Random Forest, FNN, and RNN with hyperparameter tuning. Environmental variables incorporated to boost accuracy.

TensorFlowScikit-learnRNNRegression

🧺

Wash Cycle Intelligence

ML-driven control system for industrial washers. Real-time turbidity, temperature, and load sensor fusion with predictive modeling, rolling-window smoothing, and dynamic parameter adjustment.

PandasNumPyScikit-learnIoT Sensors

Skills

Skill Radar

AI / LLMs Languages Data Science Cloud / DevOps Frontend ML Models

Core Proficiencies

Python95%

LangChain / LangGraph90%

Multi-Agent Systems88%

FastAPI / Backend85%

RAG Architecture85%

Azure / Cloud78%

TensorFlow / PyTorch72%

Tool Depth

95%

LangChain

90%

OpenAI API

85%

FastAPI

80%

Azure

78%

Scikit-learn

72%

TensorFlow

AI Tech Stack

LangGraph RAG Prompt Eng. Multi-Agent Fine-Tuning Vector DBs LangChain Embeddings Agentic AI CosmosDB Office.js

Languages & Infra

Python FastAPI Flask Node.js JavaScript C++ NGINX Linux Git HTML5 Pandas NumPy

About

I'm an AI & Automation Engineer based in Bangalore, India, specializing in building production-grade agentic AI systems that bridge cutting-edge research with practical enterprise engineering.

With a B.Tech in Mechanical Engineering from IIT Goa, I bring a first-principles thinking approach to AI architecture — designing systems that are not just functional, but genuinely robust and scalable.

My current focus is on multi-agent orchestration, LLM-powered backends, and intelligent automation. I love turning a powerful AI model into a reliable, stateful system that engineers actually trust.

🎓

Indian Institute of Technology Goa

B.Tech · Mechanical Engineering · CGPA: 7.37/10

Aug 2019 – May 2023

🏆
1st Place — FMAE-FKDC Go-Kart Design
Led team to First Position in a national-level go-kart design competition
              organized by FMAE and FKDC.

🎭
Winner — Nukkad Natak Street Play
Won the street play competition at IIT Goa's Cultural Fest CultRang. Active in
              group dance, drama, and event co-organization.

🎖️
NCC — National Cadet Corps
2 years of enrollment developing leadership, discipline, and teamwork under
              structured training programs.

♟️
Branch Representative & Motorsports
Branch Rep for Mechanical Engineering Dept. Core member of IIT Goa Motorsports
              Club. Cricket and chess enthusiast.

SwadeshChoudhary

Experience

Projects

Skills

About

Let's buildsomething great.

Swadesh
Choudhary

Let's build
something great.