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Megha Roy

Megha Roy

Full Stack Developer

85
Profile Score

About

A Software Developer with hands-on experience building 5+ full-stack applications across diverse technology stacks. Proficient in Python, JavaScript, Dart, React Native, and modern development frameworks. Currently advancing skills in Data Science and Machine Learning while mastering system design principles. Fast learner leveraging AI tools and modern development practices to accelerate project delivery and enhance code quality. Seeking to apply technical expertise in AI and modern frameworks to drive project delivery and software quality within an innovative engineering team.

Skills & Expertise (40)

Python Advanced
8.8/10
4
Years Exp
NumPy Advanced
8.1/10
4
Years Exp
Pandas Advanced
7.9/10
3
Years Exp
scikit-learn Advanced
7.8/10
3
Years Exp
TensorFlow Intermediate
7.6/10
2
Years Exp
Jupyter Notebook MongoDb Postgresql MySql Firebase Docker Git CI/CD LINUX AWS Basics VS Code Express.js Google Colab Tableau Agile Methodology Team Collaboration Technical Documentation Problem Solving Seaborn Typescript JavaScript Java C SQL Dart PyTorch Matplotlib FastAPI React.js Next.js Flutter React Native TailwindCSS Node.js REST APIs

Work Experience

Machine Learning Research Intern

Variable Energy Cyclotron Centre (VECC)

Jan 2026 - Present

Research on dimensionality reduction techniques (t-SNE) to visualize high-dimensional datasets with over 64+ features. Developing algorithms from scratch using Python and NumPy to implement mathematical foundations of t-SNE. Analyzing statistical distributions and probability theory to optimize model performance and interpretability.

Education

Bachelor of Technology in Computer Science and Engineering - RCC Institute of Information Technology

2023 - · Afghanistan

Certifications

Neural Networks for Computer Vision and Natural Language Processing

SWAYAM (NPTEL) · 2026

Complete Machine Learning & Data Science - Skill Up

GeeksForGeeks · 2025

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Profile Score Breakdown

📷 Photo 10/10
📄 Resume 10/10
💼 Job Title 10/10
✍️ Bio 10/10
🛠️ Skills 20/20
🎓 Education 10/10
⏱️ Experience 5/15
💰 Rate 0/5
🏆 Certs 5/5
Verified 5/5
Total Score 85/100

Profile Overview

Member sinceFeb 2026

Availability Details

Relocation

Not Open to Relocation

Skills (40)

Python NumPy Pandas scikit-learn TensorFlow Jupyter Notebook MongoDb Postgresql MySql Firebase +30 more