hitesh.ml
Hey, I'm Hitesh Kumar 👋
I work in AI & Machine Learning, but at heart I'm just curious about how ideas turn into systems that people can actually use. I love tinkering with LLM agents, multi-agent setups, and AI tools that don't just sit in theory — they run, they scale, and they ship.
This space is my personal corner on the internet — part notes, part reflections, part experiments. Think of it as my digital notebook, open to anyone who wants to peek inside.
Here you'll find things like:
- My journey — thoughts from learning, messing up, and figuring things out
- Visions & resolutions — not rigid roadmaps, but where I see myself growing
- Machine learning notes — beginner-friendly entries and deeper dives
- Weekly learnings — snapshots of what I've been exploring lately
It's not polished. It's not meant to be. It's just me — learning in public, sharing what I know, and maybe sparking an idea for someone else.
Glad you're here 🙂 Take a look around.
Research Papers
Train Waitlisted Ticket Confirmation Prediction Using Machine Learning
Second International Conference on Advanced Computing & Communication Technologies (ICACCTech) • 2024
Developed a machine learning framework achieving 96.67% accuracy in predicting waitlisted ticket confirmations. Our system processes historical booking data, cancellation patterns, and seasonal trends to help millions of railway passengers make informed decisions about their travel plans. This innovative approach combines traditional ML techniques with domain-specific railway booking patterns.
Weather-Integrated Traffic Routing with Dynamic Speed Prediction
International Conference on Recent Advances in AI (ICRAAI) • 2025
Created an AI-powered framework for weather-aware navigation systems, integrating real-time weather data for safer and smarter route optimization. Our system processes hyperlocal weather conditions, traffic patterns, and road characteristics to provide dynamic routing recommendations that adapt to changing environmental conditions.
Patents
AI-Powered Smart Earbud with Real-Time Meeting Summarization
Status: Patent Application Filed
A next-generation smart earbud that redefines hands-free productivity with AI-powered real-time meeting summarization, intelligent conversation recall, and contextual follow-up suggestions, all initiated with a simple tap.
The Smart Pillow - Non-Intrusive Health & Sleep Monitoring
Status: Patent Application Filed
An innovative health-tech device that transforms a familiar pillow into a powerful health monitoring tool, tracking vital signs and sleep quality without any wearables. Features contactless sensors for heart rate, respiration, and sleep patterns.
AI-Guided System for Autonomous Deployment of Underwater Sensor Networks
Status: Patent Application Filed
A groundbreaking autonomous system leveraging AI-guided Autonomous Underwater Vehicles (AUV) to create persistent, adaptive, and secure sensor fields for maritime monitoring.
Current Ongoings
Studying traditional ML
Learning math for ML
Mastering the language of Python
Learning to get comfy with PyTorch till 5D
Featured Projects
LinkedIn Automate Comment
An AI tool that scrapes LinkedIn posts, performs sentiment analysis, and automatically generates context-aware comments to boost professional engagement.
Property Price Predictor
An end-to-end ML pipeline for predicting real estate prices in India. It includes automated data ingestion, advanced geospatial feature engineering, and a Flask UI, achieving a 90.3% R² score.
Subway Surfer RL Agent
A project using Reinforcement Learning (PPO) and computer vision to train an AI agent to automatically play the game Subway Surfers.
Socials
I’m always open to chat! Please feel free to ping me at hiteshofficial0001@gmail.com or Twitter if you have any questions or just wanna talk.