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Sambhav Surana

AI Agents & Systems Builder · Python & Full-stack Developer · Real-Time Computer Vision

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.

Profile

Experience

Abhyudaya Coding Club — Shri Vaishnav Vidyapeeth Vishwavidyalaya

Club Member
2024 - Present
  • Developed 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

Certifications

Hackwave 2.0

Echelon Dev Society at CDGI, Indore
Aug 2025

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.

Introduction to Machine Learning

NPTEL Online Certification - IIT Kharagpur
Jul-Sep 2024

Achieved Elite Certificate with a consolidated score of 66%. Completed an 8-week course covering fundamental machine learning concepts and assignments.

Technical Skills

Programming Languages

Python, JavaScript, SQL, Bash

ML Libraries & Frameworks

NumPy, Pandas, Scikit-learn, TensorFlow, PyTorch, Matplotlib

Computer Vision

OpenCV, YOLO, Face Recognition, Object Detection

Deep Learning

CNN, Neural Networks, Model Training, Transfer Learning

NLP & Generative AI

LangChain, OpenAI API, Ollama, LLM Integration

Web Technologies

React.js, Next.js, HTML/CSS, Tailwind CSS

Databases

MySQL, MongoDB, ChromaDB

Deployment & Tools

Git, Docker, REST APIs, VS Code

Education

Shri Vaishnav Vidyapeeth Vishwavidyalaya

B.Tech — Computer Science (AI-IBM) — III Year
  • CGPA: 7.5
  • Relevant: Machine Learning, NLP, Time Series, Statistics
2023 - Present

Projects

Real-Time AI Face Recognition System

High-throughput face tracking system using YOLOv11 and Vector Database retrieval with multi-process architecture.

Tech:YOLOv11, ChromaDB, Computer Vision, Multi-Processing, OpenCV

Prime-Paradox (CampusCare)

Intelligent medical ecosystem connecting patients and doctors via Multi-Agent AI with secure messaging.

Tech:Next.js 15, FastAPI, LangGraph, Supabase, Full Stack Development