Sambhav Surana
AI Agents & Systems Builder · Python & Full-stack Developer · Real-Time Computer Vision
Who I Am
Third-year CSE (AI-IBM) student at Shri Vaishnav Vidyapeeth Vishwavidyalaya focused on AI agent systems, custom models, and real-time computer vision pipelines. Skilled in Python, PyTorch, and full-stack development (FastAPI/Next.js/Docker). I turn research ideas into reliable, production-ready services and am seeking impactful engineering roles.
Experience
Club Member
Abhyudaya Coding Club — Shri Vaishnav Vidyapeeth Vishwavidyalaya
- The development of AI-based projects including Time Table Generation system using constraint satisfaction algorithms
- Organized workshops on Python, NumPy, Pandas, and Scikit-learn for club members
- Collaborated with team members on model optimization and performance enhancement
Club Member
Abhyudaya Coding Club — Shri Vaishnav Vidyapeeth Vishwavidyalaya
- The development of AI-based projects including Time Table Generation system using constraint satisfaction algorithms
- Organized workshops on Python, NumPy, Pandas, and Scikit-learn for club members
- Collaborated with team members on model optimization and performance enhancement
Featured Projects
An autonomous agent system that converts raw ideas into technical product specifications using a 7-stage LangChain workflow.
High-throughput face tracking system using YOLOv11 and Vector Database retrieval with multi-process architecture.
A parameter-efficient Recurrent Language Model built from scratch in PyTorch with Liquid Gating mechanisms.
Intelligent medical ecosystem connecting patients and doctors via Multi-Agent AI with secure messaging.
Technical Skills
Programming Languages
ML Libraries & Frameworks
Computer Vision
Deep Learning
NLP & Generative AI
Web Technologies
Databases
Deployment & Tools
Certifications & Awards
Hackwave 2.0
Echelon Dev Society at CDGI, Indore
Participated in a 36-hour coding hackathon organized by Echelon Dev Society at CDGI, Indore. Gained hands-on experience in rapid prototyping, teamwork, and problem-solving.
View CredentialIntroduction to Machine Learning
NPTEL Online Certification - IIT Kharagpur
Achieved Elite Certificate with a consolidated score of 66%. Completed an 8-week course covering fundamental machine learning concepts and assignments.