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AMEY CHAUDHARI

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IIT Delhi Robotics Club ML Engineer CP Enthusiast

// who_am_i

Passionate ML Engineer & Robotics enthusiast at IIT Delhi. Building intelligent systems — from neural networks to autonomous SLAM robots. Competitive programmer who loves turning complex problems into elegant code.

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< About Me />

Amey Chaudhari LinkedIn Profile
about_amey

Passionate ML Engineer and Robotics enthusiast currently pursuing my undergraduate studies at IIT Delhi. I build intelligent systems — from neural networks that classify fashion items to autonomous robots that map their environment using SLAM.


Indian Institute of Technology, Delhi

B.Tech | 1st Semester SPI: 9.0


COL100 – Intro to Programming MTL100 – Calculus ELL100 – Intro to EE PYL100 – Electrodynamics PYP100 – Physics Lab

< Tech Stack />

Python

PyTorch

ROS2

SLAM

Gazebo

Nav2

Machine Learning

FastAPI

Supabase

OpenCV

NumPy

Raspberry Pi

Git / GitHub

Linux

< Projects />

ROS Lidar Bot – SLAM Robot
Active Development

ROS Lidar Bot – Autonomous SLAM Robot

A comprehensive autonomous mobile robot on ROS2 Humble with Gazebo Ignition. Features real-time SLAM mapping, autonomous frontier exploration with multi-factor scoring & blacklist recovery, EKF sensor fusion, semantic object positioning via camera+LiDAR, and a safety-stop velocity filter.

Platform ROS2 Humble + Gazebo Ignition
SLAM SLAM Toolbox (Async)
Navigation Nav2 + Regulated Pure Pursuit
Exploration Custom Frontier Explorer + Safety Stop
Localization EKF (Wheel Odom + IMU Fusion)
Perception LiDAR + Camera Semantic Positioning
ROS2 SLAM Nav2 Gazebo Python EKF

Roadmap

  • Raspberry Pi Hardware Port
  • Multi-Robot Fleet Operations

FitIndia – AI-Powered Health Tracker

A full-stack intelligent fitness companion built for India. Powered by Groq's Llama 3.3 70B for personalised AI diet plans, AQI-aware workouts, regional Indian food database, and life-stage intelligence. Deployed on Railway + Vercel.

Backend FastAPI + Python 3.11
AI Engine Groq – Llama 3.3 70B
Database Supabase PostgreSQL
Frontend Vanilla JS + Glassmorphism UI
Python FastAPI Groq AI Supabase JavaScript
SURGE – Lecturer-Following Camera
In Development

SURGE – Lecturer-Following Camera

A ceiling-mounted Raspberry Pi 5 pod that autonomously tracks a lecturer using 4× MEMS microphones and SRP-PHAT beamforming. Silero VAD for speech detection, pan-tilt servo control, RTSP live streaming, and auto-upload to Google Drive.

Brain Raspberry Pi 5
Audio 4× MEMS Mics + SRP-PHAT
VAD Silero Voice Activity Detection
Streaming RTSP via MediaMTX
Python Raspberry Pi IoT Computer Vision Audio DSP

RoboGambit – Autonomous Chess Robot

An autonomous 6x6 chess engine serving as the brain for a physical chess robot. Features a highly optimized Minimax algorithm with Alpha-Beta pruning, Piece-Square Tables (PSTs) evaluation, and robust legal move generation.

Algorithm Minimax + Alpha-Beta Pruning
Evaluation Material + Positional PSTs
Board 6x6 (NumPy Array based)
Language Python
AI Minimax Python NumPy Robotics
Custom ResNet-50 Pipeline
Done (Improving)

Custom ResNet-50 – VOC Classification

A complete computer vision pipeline training a custom ResNet-50 from scratch on the Pascal VOC 2012 dataset. Features multi-label classification, Docker support, and a visualization block for predictions.

Architecture Custom ResNet-50
Dataset Pascal VOC 2012
Loss BCEWithLogitsLoss
Accuracy 92.8%
Python PyTorch ResNet Computer Vision Docker

Fashion MNIST – PyTorch Classifier

A feed-forward Neural Network built in PyTorch that classifies images from the Fashion MNIST dataset — 60,000 training samples across 10 clothing categories. Achieves 88% accuracy on the test set.

Architecture 784 → 512 → 512 → 10 (ReLU)
Loss CrossEntropyLoss
Optimizer SGD (lr=0.01)
Epochs 25 (Batch: 100)
Python PyTorch Neural Network Image Classification

< Experience />

Feb 2026 – Mar 2026

Activity Head – TRYST 2026

IIT Delhi Annual Tech Festival

Leading activity planning and coordination for TRYST, IIT Delhi's flagship annual technical festival.

Jan 2026 – Feb 2026

Activity Head – BEcon'26 A&F

eDC (Entrepreneurship Development Cell), IIT Delhi

Led activity planning and execution for the annual entrepreneurship conclave at IIT Delhi.

Dec 2025

Head Volunteer

Office of Career Services, IIT Delhi

Coordinated with top companies — EY Parthenon, BlackRock, Deutsche Bank, American Express, SNV Aviation, Nation with Namo, and Augnito AI — managing logistics and team operations.

2025 – Present

Member – Robotics Club

Robotics Club, IIT Delhi

Building autonomous robots with ROS2, SLAM, LiDAR, and Nav2. Participated in RoboGambit — a robotics competition jointly organized by the Robotics Club IITD and Aries Club IITD.

2025 – Present

Executive Member

ARIES – AI & Robotics Society, IIT Delhi

Active executive at ARIES, IIT Delhi — contributing to AI and robotics research initiatives at the intersection of machine learning, computer vision, and embedded systems. Collaborating on interdisciplinary engineering challenges.

< Contact Me />

Let's build something amazing

I'm always open to discussing new projects, creative ideas, or opportunities to be part of your vision.