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spideyashith/README.md

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πŸ‘‹ Who I Am

I'm Ashith Joswa Fernandes β€” a Full Stack & Android Developer finishing my M.Sc. in Software Technology at St Aloysius University, Mangaluru.

I don't just study this stuff. I've deployed production apps, interned at 3 places, presented research at a national conference, and taught Android development to other students.

My stack spans the MERN ecosystem, Android (Java/Kotlin), and applied AI/ML β€” I like working at the intersection of clean software engineering and practical intelligence.


πŸ› οΈ Tech Stack

Languages

Java Python JavaScript

Web & Mobile

React Node.js Express.js Android Tailwind CSS

Databases & Infra

MongoDB MySQL Firebase Docker Vercel

AI / ML

OpenCV HuggingFace scikit-learn


πŸ’Ό Experience

πŸ”¬ Research Intern β€” AI/ML Pipeline Engineering

St Aloysius College Β· Dec 2025 – Mar 2026

  • Built a Python diagnostic system using computer vision + ML β€” hit 85% classification accuracy on real-world datasets
  • Designed an automated OpenCV image processing pipeline that cut manual preprocessing time by 60%
  • Applied SMOTE data balancing and feature extraction to improve model robustness for deployment

🌐 Freelance Full Stack Developer

s4holidays.com Β· Sep 2025 – Jan 2026

  • Architected and shipped a production MERN platform handling 20+ dynamic travel packages β€” it's live
  • Built secure JWT auth + RESTful APIs with role-based access control
  • Optimized MongoDB queries and React rendering β†’ 30% faster page loads

πŸ’» Frontend Developer Intern

Vision Flow Technologies Β· Aug 2025 – Nov 2025

  • Built responsive UIs with React.js + Tailwind CSS in an Agile sprint environment
  • Integrated backend APIs and UI optimizations β†’ 25% reduction in initial page load time

πŸš€ Projects

πŸ” SecureChat β€” AI Content Moderation System

Presented at IASAT-2026 National Conference

Python DistilBERT NLP

On-device NLP inference prototype for proactive content moderation. Fine-tuned a DistilBERT transformer for lightweight deployment with optimized inference speed via aggressive dataset balancing. Formally presented the system architecture at a national-level conference.


πŸ“± College Study Buddy App

Java Android Firebase

Native Android app for real-time study partner matching and resource scheduling. Firebase Auth + Realtime Database for secure sessions and instant chat sync.


🎬 MovieStar β€” Movie Discovery Web App

MongoDB Express React Node.js

Full-stack MERN app integrating the TMDb API for media browsing and persistent watchlists. Node.js/Express backend with JWT auth for secure user sessions.


πŸ† Achievements

πŸ₯‡ Description
🎀 IASAT-2026 National Conference β€” Presented SecureChat AI system architecture
πŸ… Hackathon Semi-Finalist β€” Udbhava 2025 (AI-based stress monitoring system)
πŸ“œ Certifications β€” AI in Practice: Data-Driven Cardiology & GenAI Models (2025)
πŸ€– Certification β€” Robotics Workshop (2024)
πŸ‘¨β€πŸ« Speaker & Mentor β€” Conducted 2 Android dev workshops for BCA students

πŸ“Š GitHub Stats

 


🌱 Currently Working On

  • πŸ€– Extending SecureChat with real-time moderation pipeline post-conference feedback
  • πŸ“± Migrating Study Buddy from Java to Jetpack Compose
  • πŸ“– Going deeper on LLM fine-tuning and on-device AI for mobile

πŸ’Ό Open To

Remote Freelance Open Source

βœ… Full Stack / MERN Developer roles (remote) βœ… Android Developer roles (remote) βœ… AI/ML integration projects & freelance βœ… Research collaborations


πŸ“« Let's Talk

If you have a project in mind, a role to fill, or want to geek out about on-device AI or MERN architecture β€” I reply fast.

Email LinkedIn


πŸ’­ Quote of the Day

Quote of the Day


M.Sc. Software Technology Β· St Aloysius (Deemed to be University), Mangaluru Β· CGPA 7.29

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