End-to-End AI

Madan

Building AI Systems

Get in Touch
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About

I architect and ship production AI systems that solve real problems. With 12+ years in the field, I've led teams building GenAI applications, multi-agent systems, and enterprise ML pipelines from the ground up. I turn complex research into reliable, scalable products.

0+

Years Experience

Location

Bangalore, India

Focus

AI/ML Engineering

Open Source

Things I'm Building

osstat

Open Source

System utility for Windows, Linux & macOS

A free, open-source desktop utility that inspects your machine, manages processes and ports, safely reclaims disk space, and tells you which local LLMs your hardware can actually run.

Rust
Tauri 2
React
TypeScript
Local LLMs
View on GitHub →

baaki

Open Source

பாக்கி — expense-splitting app for India

An offline-first expense-splitting app with unlimited free ledgers, link-based guest joining, UPI-native settlement, and AI-powered receipt itemization.

React Native
Expo
TypeScript
Supabase
PostgreSQL
View on GitHub →

Work Experience

Career Journey

Skills & Technologies

Technical Expertise

Generative AI
Prompt Engineering
Fine-Tuning
Retrieval-Augmented Generation (RAG)
GenAI Agents
Deep Learning
PyTorch
TensorFlow
Machine Learning
Natural Language Processing
Computer Vision
LLM Fine-Tuning
Hugging Face
Generative AI
Prompt Engineering
Fine-Tuning
Retrieval-Augmented Generation (RAG)
GenAI Agents
Deep Learning
PyTorch
TensorFlow
Machine Learning
Natural Language Processing
Computer Vision
LLM Fine-Tuning
Hugging Face
Generative AI
Prompt Engineering
Fine-Tuning
Retrieval-Augmented Generation (RAG)
GenAI Agents
Deep Learning
PyTorch
TensorFlow
Machine Learning
Natural Language Processing
Computer Vision
LLM Fine-Tuning
Hugging Face
Generative AI
Prompt Engineering
Fine-Tuning
Retrieval-Augmented Generation (RAG)
GenAI Agents
Deep Learning
PyTorch
TensorFlow
Machine Learning
Natural Language Processing
Computer Vision
LLM Fine-Tuning
Hugging Face
Python
TypeScript
Java
React
Next.js
Node.js
FastAPI
Django
LangChain
LlamaIndex
Scikit-Learn
Pandas
NumPy
Python
TypeScript
Java
React
Next.js
Node.js
FastAPI
Django
LangChain
LlamaIndex
Scikit-Learn
Pandas
NumPy
Python
TypeScript
Java
React
Next.js
Node.js
FastAPI
Django
LangChain
LlamaIndex
Scikit-Learn
Pandas
NumPy
Python
TypeScript
Java
React
Next.js
Node.js
FastAPI
Django
LangChain
LlamaIndex
Scikit-Learn
Pandas
NumPy
AWS
GCP
Azure
Docker
Kubernetes
PostgreSQL
MongoDB
Redis
ElasticSearch
MLFlow
AWS SageMaker
MLOps
AWS
GCP
Azure
Docker
Kubernetes
PostgreSQL
MongoDB
Redis
ElasticSearch
MLFlow
AWS SageMaker
MLOps
AWS
GCP
Azure
Docker
Kubernetes
PostgreSQL
MongoDB
Redis
ElasticSearch
MLFlow
AWS SageMaker
MLOps
AWS
GCP
Azure
Docker
Kubernetes
PostgreSQL
MongoDB
Redis
ElasticSearch
MLFlow
AWS SageMaker
MLOps
Git
GitHub
GitHub Actions
Jenkins
DataDog
OpenCV
Microservice Architecture
RESTful and GraphQL Services
Edge AI
Git
GitHub
GitHub Actions
Jenkins
DataDog
OpenCV
Microservice Architecture
RESTful and GraphQL Services
Edge AI
Git
GitHub
GitHub Actions
Jenkins
DataDog
OpenCV
Microservice Architecture
RESTful and GraphQL Services
Edge AI
Git
GitHub
GitHub Actions
Jenkins
DataDog
OpenCV
Microservice Architecture
RESTful and GraphQL Services
Edge AI

Certifications

Professional Development

T

Triplebyte Certified Generalist Software Engineer

Triplebyte

Issued Mar 2019

C

Sequence Models

Coursera

Issued May 2018

View Certificate →
L

Building Deep Learning Applications with Keras 2.0

LinkedIn

Issued Apr 2018

View Certificate →
C

Convolutional Neural Networks

Coursera

Issued Apr 2018

View Certificate →
C

Deep Learning Specialization

Coursera

Issued Apr 2018

View Certificate →
C

Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization

Coursera

Issued Apr 2018

View Certificate →
C

Neural Networks and Deep Learning

Coursera

Issued Apr 2018

View Certificate →
C

Structuring Machine Learning Projects

Coursera

Issued Apr 2018

View Certificate →
U

Complete Guide to TensorFlow for Deep Learning with Python

Udemy

Issued Mar 2018

View Certificate →
U

Ensemble Machine Learning in Python: Random Forest, AdaBoost

Udemy

Issued Mar 2018

View Certificate →
U

Spark and Python for Big Data with PySpark

Udemy

Issued Mar 2018

View Certificate →
U

Deep Learning Prerequisites: The Numpy Stack in Python

Udemy

Issued Feb 2018

View Certificate →
G

Google Analytics for Beginners

Google

Issued Feb 2018

S

Splunk Certified Knowledge Manager

Splunk

Issued Oct 2015

Fundamentals of Core Java

SEED Infotech Ltd

Issued Apr 2018

Basics of C & C++ Programming Languages

C-DAC INDIA

Issued Aug 2011

Let's Connect

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