I'm Yash Thakkar

AI/ML engineer specialised in computer vision, competitive programmer, developer and a backend architect.

Volume I · Toolkit

Tech Stack

Volume I · Work

Experience

A record of the teams, systems, and problems that have shaped how I build.

H2L Robotics India logo

Jun 2026 - Present

H2L Robotics India

Computer Vision Intern

  • Developing an automated annotation pipeline for agricultural datasets, reducing manual labeling effort and improving dataset preparation efficiency.
  • Evaluating and fine-tuning YOLO, RF-DETR, and other state-of-the-art object detection models on real-world agricultural data using industry-standard benchmarks for bounding box as well as polygon annotations.
Fostride logo

May 2025 - Feb 2026

Fostride

AI/ML Lead

  • Headed the Image Processing and ML team, coordinating task allocation and development timelines for the AI pipeline of a smart waste-segregation system with accuracy of up to 93% on real-world data.
  • Worked closely with robotics and systems teams to align computer vision and ML components with ROS-based integration and deployment requirements.
Team KJSSE Robocon logo

2022 - 2023

Team KJSSE Robocon

Department Lead

Junior Engineer

Oct 2024 - May 2025
  • Implemented real-time object detection using YOLOv5 and YOLOv8 for autonomous robot navigation and basketball hoop tracking, optimized for deployment within a ROS pipeline.

Department Lead

May 2025 - Jul 2026
  • Led an 11-member team developing autonomous robotic algorithms using Computer Vision, Artificial Intelligence, ROS, and MATLAB for DD Robocon 2026. Won 1st Prize in the MathWorks Modelling Award.

Field notes · Activity

A record in motion.

GitHub

A record of commits, pull requests, and small improvements.

01
Contribution recordconnecting profile...

Gathering the latest activity

LeetCode

A running record of solved problems and deliberate practice.

02
Contribution recordconnecting profile...

Gathering the latest activity

Codeforces

A record of contests, submissions, and problem-solving.

03
Contribution recordconnecting profile...

Gathering the latest activity

Volume II · Systems

Projects

A working index of systems, models, and infrastructure. Project details will be added here.

01

R3-Bin

Computer vision / waste segregation
R3-Bin waste segregation robot
CAMERA  ->  MODEL  ->  SORT

Problem

Describe the physical or operational problem.

System

Describe the model, services, and deployment path.

Result

Add the measured outcome when the case study is ready.

02

DCT Protocol

Web3 / agent infrastructure
DCT Protocol delegation interface
REQUEST  ->  TRUST  ->  DELEGATE

A protocol developed for delgation of context to AI agents based on trust score

03

Senate

RAG / developer matching
Senate project wordmark
PROFILE  ->  RANKING  ->  MATCH

A developer matching and recommendation engine for enterprises.

04

RagLan

RAG / offline inference
RagLan project mark
DOCUMENT  ->  RETRIEVAL  ->  ANSWER

An offline client-server RAG architecture for access to the company shared secrets and documents.

05

Robot 2

Robotics / autonomous systems
Robot 2 autonomous robotics platform
SENSOR  ->  PLANNER  ->  MOTION

The autonomous robot for the DD Robocon 2026 Kung fu problem statement

Volume IV · Correspondence

Contact Me

I build AI/ML systems, robotics workflows, and backend infrastructure. If you are working on something thoughtful, let's talk.

Read the resume

Correspondence index

© 2026 Yash Thakkar