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Sambhav Surana

AI Enthusiast | Python Developer | Problem Solver

Third-year student specializing in Artificial Intelligence. I have built custom AI models, intelligent agents, and real-time face recognition systems from scratch. Skilled in Python, PyTorch, and full-stack development. I am passionate about turning complex AI concepts into working software and am looking for a challenging role in engineering.

Profile

Experience

Abhyudaya Coding Club — Shri Vaishnav Vidyapeeth Vishwavidyalaya

Club Member
2024 - Present
  • 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

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: 7.2
  • Relevant: Machine Learning, NLP, Time Series, Statistics
2023 - Present

Projects

Multi-Agents - Automated Product Development

An autonomous agent system that converts raw ideas into technical product specifications using a 7-stage LangChain workflow.

Tech:LangChain, Multi-Agent Systems, FastAPI, Docker, Next.js

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

Savant - Custom Universal Transformer

A parameter-efficient Recurrent Language Model built from scratch in PyTorch with Liquid Gating mechanisms.

Tech:PyTorch, Universal Transformer, LLM Architecture, Liquid Neural Networks

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