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NakulLimbani/README.md

Hi there, I'm Nakul Limbani πŸ‘‹

AI for Impact 🌍 | ML & CV Developer πŸ€– | Research Enthusiast 🧠 | Aspiring Data Scientist πŸ“Š | Lifelong Learner πŸ“š

Β  Β  Β 


πŸ‘¨β€πŸ’» About Me

I’m a final-year Computer Science undergrad specializing in Big Data Analytics, with a strong interest in solving real-world problems using AI, Machine Learning, and Computer Vision.

I enjoy building systems that are both intelligent and impactful β€” especially in the areas of accessibility, healthcare, and education.


βš™οΈ Technology & Tools

Languages & Core:Β Β  Python C++ SQL JavaScript

ML / CV Frameworks:Β Β  TensorFlow PyTorch Keras Scikit-learn OpenCV YOLO MediaPipe

Data & Cloud:Β Β  AWS Azure MySQL SQLite

Data Visualization & BI:Β Β  Tableau Power BI Matplotlib Seaborn

Web & Dev Tools:Β Β  Django Flask Git VS Code Jupyter


πŸš€ Projects

  • πŸ”€ Kathanam – Real-time sign language translator (NLP + CV); Award-winning solution for social accessibility.Β Β 
  • 🧠 NeuroNet (XAI) – Brain tumor detection using a CNN, featuring Explainable AI to visualize prediction rationales.
  • πŸ“ˆ FinTrack: AI-Powered Finance – Full-stack platform focused on Generative AI for financial advice and budget allocation.
  • πŸ€ Sports Analyzer – Motion tracking using YOLO & MediaPipe to analyze basketball shots; achieved ~20% improvement in technique adherence.

πŸ“š Currently Exploring

  • 🧠 Explainable AI (XAI) – Enhancing model interpretability in healthcare and vision systems
  • πŸ€– Multimodal & Generative AI – Combining vision + text; exploring LLMs, prompt engineering
  • πŸ› οΈ AI for Accessibility – Developing inclusive tools like sign language translators
  • πŸ” Model Optimization – Real-time deployment, edge ML, and latency-aware architectures
  • πŸ“ˆ Data-Centric AI – Improving model performance through better datasets, not just bigger models

πŸ“Š GitHub Stats


πŸ† Highlights

  • πŸ”¬ Awarded the prestigious Samsung PRISM Certificate of Excellence for outstanding performance during internship.
  • πŸ₯‡ Winner – MOZOHACK 6.0 (1st place out of 900+ participants)Β Β 
  • 🎯 National Finalist – Smart India HackathonΒ Β 
  • πŸ₯‰ Finalist – BITS TechXcelerate & OSSOME HACKS 2.0Β Β 
  • 🌟 NPTEL Discipline Star – Recognized for 50+ weeks of distinction in CS/DS coursework.
  • πŸ“œ Certifications: IBM Python for AI Β· AWS ML Foundations Β· NPTEL ML & DSΒ 

🀝 Let’s Connect


"Building technology that empowers people." 🧠🌍

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