Skip to content
View hemanthchebiyam's full-sized avatar
2 followers · 3 following

Achievements

Achievement: Quickdraw

Achievements

Achievement: Quickdraw

Block or report hemanthchebiyam

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
hemanthchebiyam/README.md

Hemanth Chebiyam

LinkedIn GitHub Email Visitors

Data Science @ RIT (4.0 GPA) | AI/ML @ Petrabytes | Ex-L&T | BITS-Pilani | MIT-Manipal | Building AI Products on AWS

🛠️ Tech Stack

Python PyTorch AWS Terraform Docker Kubernetes SageMaker HuggingFace SQL

🚀 Projects

🔍 AI-Driven Multi-View Person Re-ID

Transformer-based ReID across aerial-ground domains.

PyTorch SageMaker Blender MATLAB

  • ViT/VDT architecture on CARGO & Market1501
  • Custom synthetic dataset with Blender-MATLAB pipeline (100K+ image pairs)
  • Trained with SageMaker GPU; achieved 11% improvement over CNNs

📌 Poster:

poster

🌐 BrevityCloud: AI-Powered Chrome Extension

Summarize web content, PDFs, and images using 10+ AWS Services like Bedrock and Kendra

Bedrock Lambda GitHub Actions Chrome

  • Claude + Kendra for text RAG, Rekognition for OCR/image AI
  • One-click deploy using Terraform & GitHub Actions
  • End-to-end AWS: Cognito, API Gateway, Lambda, S3

📌 Architecture:

BrevityCloud Architecture

🏎️ Reinforcement Learning for Autonomous Driving

PPO and DQN agents on OpenAI Gym CarRacing environment.

Python OpenAI Gym Stable Baselines3

  • Shaped reward design + decay schedule tuning
  • 2M+ episode training led to 40% faster lap times
  • Featured in Agentic AI Innovation Challenge

📌 Certificate:

certificate

🎓 Certifications

AWS AI & ML Scholarship Udacity ML Certificate

⚽ Extracurriculars

  • 🧩 Rubik’s Cube Speed Solver: Sub-30s 3x3 average; also mastered 4x4 and 5x5 cubes
  • ⚽ MIT Football League Head: Organized trials and structured a 250+ player league system with live ops
  • 🎤 Research Talks & Hackathons: Presented posters and gave a few research talks at various RIT bootcamps in Rochester, NY
  • 🧠 Cognitive Flow Junkie: I like solving bugs like I solve cubes—algorithmically and under pressure

Pinned Loading

  1. The-Brevity-Cloud/term-project-team4-brevitycloud The-Brevity-Cloud/term-project-team4-brevitycloud Public

    AI-powered Chrome extension that summarizes web pages, answers questions, extracts image text, and supports voice input using AWS services and Terraform infrastructure.

    JavaScript 1 1

  2. RagaLG/AI-Driven-Multi-View-Object-Person-Tracking RagaLG/AI-Driven-Multi-View-Object-Person-Tracking Public

    TeX 1

  3. CarRacing-ReinforcementLearning CarRacing-ReinforcementLearning Public

    This repo hosts a sophisticated reinforcement learning setup for training a DQN agent in “CarRacing-v2”. It has self-adaptive features like dynamic learning rate and domain randomization to boost a…

    Jupyter Notebook 1

  4. ML-Algorithms-Data-Science ML-Algorithms-Data-Science Public

    Python

  5. Reinforcement-Learning Reinforcement-Learning Public

    Implementation of RL Algorithms

    Jupyter Notebook

  6. JavaProgramming-SoftwareConstruction JavaProgramming-SoftwareConstruction Public

    Java