SAIKUMAR POTTURI
AI/ML Developer
I'm an AI/ML Developer with hands-on experience in hackathons and independent projects, specializing in real-world system development with AI integration. I've designed a keyboard-free Tetris game using a custom PyTorch CNN, achieving 96-98% validation accuracy and less than 5 ms inference time for classifying hand-drawn tetromino shapes from live webcam input. I'm now building toward a Full Stack Developer role, leveraging my skills in frontend and backend development to create scalable, intelligent applications.
Skills
Projects
Air Writing Tetris
Designed a keyboard-free Tetris game where a custom PyTorch CNN classifies hand-drawn tetromino shapes from live webcam input using Python, PyTorch, MediaPipe, OpenCV, Streamlit, and CUDA.
ThyroAssist - Multi-Agent Clinical Decision Support
Built a 4-agent AI pipeline for thyroid risk assessment using Python, scikit-learn, RAG, and Streamlit, developed at AgentX national hackathon securing 3rd place.
Pehchan - AI Image Captioning System
Built a multimodal deep learning system for natural language caption generation using Python, PyTorch, HuggingFace (ViT + GPT-2), and Streamlit.
PoseTrack - Real-Time Pose Estimation & Rep Counter
Engineered a real-time pose estimation system tracking 33 body keypoints using Python, MediaPipe, OpenCV, and NumPy.
Cyclone Prediction & Safe Evacuation Routing
Predicted cyclone intensity categories and computed optimal evacuation routes using Python, scikit-learn, Graph Algorithms, and Meteorological APIs.
Experience
Hackathons & Independent Projects
2024 – Present
Secured 3rd Place at AgentX Hackathon with ThyroAssist, built and shipped 6+ end-to-end AI/ML projects across computer vision, NLP, multi-agent systems, and full-stack web applications. Developed SafeRoute AI, a disaster risk prediction and evacuation routing system using XGBoost, NetworkX, FastAPI, and Google Maps JS API.
Certifications
Machine Learning Specialization
Operating Systems Specialization
Google Advanced Data Analytics Professional Certificate
AWS Machine Learning Foundations
Anthropic Claude
Education
Woxsen University
B.Tech CSE (AI & ML) • 2023 – 2027
8.58 / 10
FIITJEE
Intermediate (11th–12th) • 2021 – 2023
Meridian School
Class X • 2021
Achievements & Awards
3rd Place at AgentX Hackathon
Secured 3rd place with ThyroAssist, a multi-agent AI clinical decision support system.
Get in Touch
Interested in collaboration or just want to say hello? Feel free to reach out!