AVAILABLE FOR RESEARCH & COLLABORATION
M.Tech · MNIT Jaipur · Embedded Systems

ML EngineerCV ResearcherFull Stack Dev

Building perception systems that see the world — from aerial drone detection to indoor localization. Published in Elsevier · Top 20% LeetCode.

PythonTensorFlowReactFaster R-CNNTypeScriptOpenCVNext.jsScikit-learnFramer MotionMediaPipeTailwind CSSFastAPIPandasThree.jsNumPyTransfer LearningSQLComputer VisionC++Deep Learning

私について

About

I'm an ML engineer and embedded systems researcher currently pursuing M.Tech at MNIT Jaipur. My work sits at the intersection of computer vision, deep learning, and real-world deployment.

I've trained aerial detection pipelines on the UAVDT dataset, built recommendation systems using NLP similarity, and published research on wireless indoor localization — achieving 98.3% accuracy with Random Forest classifiers.

Outside of research, I freelance as a full-stack developer, building high-quality React + Framer Motion experiences. I also compete on LeetCode, sitting in the top 20% with a peak rating of 1619.

1

Elsevier Paper

Published 2024

98.3%

Best Accuracy

Random Forest

1619

LeetCode Rating

Top 20%

8.56

M.Tech CGPA

MNIT Jaipur

スキル

Skills

Languages

PythonC++JavaScriptTypeScriptHTML / CSS

ML / AI

LangChainTensorFlowScikit-learnOpenCVNumPyPandasMatplotlib

Web Dev

ReactNext.jsViteTailwind CSSFramer MotionFastAPI

Domains

Deep LearningComputer VisionCNNTransfer LearningObject DetectionMachine Learning

Tools

GitGitHubJupyterGoogle ColabSQL

Concepts

OOPData StructuresAlgorithmsEmbedded Systems

プロジェクト

Projects

Computer Vision · Research

UAVDT Drone Object Detection

Aerial vehicle detection pipeline using Faster R-CNN (ResNet50 + FPN) on the UAVDT dataset. Real-time inference at 300+ frames/video via FastAPI backend.

Faster R-CNNResNet50FPNFastAPIPythonTransfer Learning
GitHubResearch Project

Machine Learning · NLP

Movie Recommendation Platform

IMDb-inspired platform with TF-IDF vectorization and cosine similarity across 4,800+ TMDB movies. Covers ratings, genres, and cast details.

PythonScikit-learnTF-IDFStreamlitCosine Similarity

Research · ML

Wireless Indoor Localization

WiFi-based indoor positioning achieving 98.3% accuracy with Random Forest, benchmarked against 5 classifiers on the UCI dataset. Published in Elsevier 2024.

PythonScikit-learnRandom ForestKNNSVMGridSearchCV

Web Dev · Freelance

Sketchy Life — Artist Portfolio

Sketchbook-inspired portfolio for sketch artist Ritu Bansal. Features Polaroid gallery, custom cursor, live commission status toggle, and artwork protection.

ReactViteTailwind CSSFramer Motion

Computer Vision · Python

Color Detection from Image

Double-click any pixel on an image to instantly detect its color name and RGB values. Uses nearest-distance algorithm across a 16.5M-color dataset with OpenCV.

PythonOpenCVPandasNumPyargparse
GitHubResearch Project

3D Graphics · WebGL · CV

Kinetic Gesture Particles

Minority Report–style interface — control 8,000+ 3D particles by hand gestures via webcam. Neon bloom effects, gravity wells, elastic scaling, and text-to-particle generation.

Three.jsMediaPipeWebGLUnrealBloomPassTailwind CSS

Web Dev · Embedded Systems

Verilog Lab Hub

Single-page application hosting curated Verilog HDL experiments — gates, adders, subtractors, mux/demux. Dark theme, one-click copy, SPA navigation, no page reloads.

HTML5CSS3JavaScript ES6+Tailwind CSS

Web Dev · Game

Snake HTML5 Game

Classic Snake built on HTML5 Canvas API with keyboard controls, score tracking, high score support, and sound effects. Runs in the browser — zero dependencies.

HTML5CSS3JavaScriptCanvas API

資格

Certifications

Verified

Natural Language Processing Specialization

DeepLearning.AI · Coursera

Apr 2023

View Credential
Verified

Supervised Machine Learning: Regression and Classification

DeepLearning.AI · Stanford University · Coursera

Dec 2022

View Credential
Verified

Algorithmic Toolbox

University of California San Diego · Coursera

Jun 2022

View Credential
Verified

Introduction to Web Development with HTML, CSS, JavaScript

IBM · Coursera

Jun 2022

View Credential
Verified

Getting Started with Git and GitHub

IBM · Coursera

Jul 2022

View Credential
Verified

Python Complete Course For Python Beginners

Udemy · Horizon Tech

Jun 2022

View Credential
Verified

Python for Machine Learning

Great Learning Academy

2021

View Credential
Verified

Problem Solving (Basic)

HackerRank

Nov 2022

View Credential
Verified

SQL (Intermediate)

HackerRank

Jul 2023

View Credential

実績

Achievements

Elsevier Research Publication

Published

Wireless Indoor Localization using ML Techniques — peer-reviewed journal, 2024.

LeetCode Top 20%

Rating 1619

Peak contest rating of 1619. Consistent problem-solver in DSA & algorithms.

リーダーシップ

Leadership

Coordinator

MNIT Jaipur

Tobacco Monitoring Group

Spearheading awareness initiatives and compliance monitoring across the institute.

Coordinator

Lovely Professional University

Coding Blocks Club

Organised coding sessions, workshops, and peer-learning activities for 100+ students.

学歴

Education

Currently Enrolled

M.Tech in Embedded Systems

Malaviya National Institute of Technology

8.56 / 10
2025 – PresentJaipur, Rajasthan
  • Specialization in Embedded Systems
  • Coordinator — Tobacco Monitoring Group
  • CGPA 8.56 after first semester

B.Tech in Computer Science

Lovely Professional University

7.92 / 10
2020 – 2024Phagwara, Punjab
  • Core curriculum: DSA, OOP, Database Systems, OS, Computer Networks
  • Coordinator — Coding Blocks Club
  • Graduated with 7.92 CGPA

書くこと

Writing

Latest from Medium —

ニュースレター

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