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AI systems builder

Sambhav Surana

AI Engineer & Python Developer building useful agents, vision systems, and production-ready web tools.

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

AI agentsComputer visionFull-stack systems
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Build profile

I turn AI ideas into systems people can actually open, test, and use.

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.

Current focus

AI engineering

Featured builds

2 projects

Toolkit breadth

8 skill groups

Agent workflows

LangChain, LangGraph, tool routing, and backend APIs shaped into working product flows.

Computer vision

YOLO, OpenCV, recognition pipelines, and vector retrieval built for real-time use cases.

Product engineering

Next.js, FastAPI, Docker, databases, and deployment details handled as one system.

Experience

Practical work, club leadership, and AI project delivery.

Each entry is kept focused on contribution, collaboration, and the engineering habits behind the projects.

2024 - Present

Club Member

Abhyudaya Coding Club — Shri Vaishnav Vidyapeeth Vishwavidyalaya

  • 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
Project index

Featured builds with visible engineering shape.

Systems focus

Agents, vision, model architecture, and full-stack product work.

Open source trail

Each card links back to the repository or live surface when available.

AI systemOpen

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

YOLOv11ChromaDBComputer VisionMulti-ProcessingOpenCV
View Project
Full-stack buildOpen

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

Next.js 15FastAPILangGraphSupabaseFull Stack Development
View Project
Skill map

Tools grouped by what they help build.

A practical toolkit across AI models, computer vision, web applications, data, and deployment.

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
Credentials

Certifications, awards, and proof of practice.

External signals that sit beside the project work: courses, hackathons, and structured learning.

Aug 2025

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 Credential
Jul-Sep 2024

Introduction 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.