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ronikdedhia/README.md

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About Me

  • Building production-grade AI and full-stack systems at FlexiLoans — from RAG pipelines to fintech infrastructure
  • Published researcher in Computer Vision and AI-assisted wellness (IEEE & IJSRCSEIT)
  • Writing about engineering, AI, and systems on Medium — 10+ articles, thousands of reads
  • 🤝 Open to collaborations on AI / fintech projects

Tech Stack

Languages

JavaScript TypeScript Python HTML5 CSS3 SQL

Frontend

React Next.js Redux Tailwind CSS Material UI

Backend

Node.js Express FastAPI REST API

ML / AI

TensorFlow OpenCV scikit-learn NumPy Pandas Jupyter

Databases

MongoDB PostgreSQL MySQL Redis Firebase

Cloud & DevOps

Docker AWS GitHub Actions

Tools

Git VS Code Postman Figma Jira IntelliJ

Research & Publications

Featured Projects

Project Description Stack
news-ai-backend AI-powered news aggregation and analysis backend TypeScript
RestoPulse Real-time restaurant operations and analytics platform TypeScript
Sign-Language-Converter CNN-based ASL recognition and generation system — IEEE research project JavaScript
YogaPedia Technology-assisted yoga guidance platform — IEEE research project HTML
Study-Buddy AI study assistant built in 24 hours at hackathon to help students improve scores JavaScript
Kuva-Flutter-App Cross-platform mobile app built with Flutter Dart

GitHub Stats

Activity

Activity Graph

GitHub Streak

A Thought

readme-jokes

LeetCode

LeetCode Stats

Trophies

trophy

Contribution Snake

github-snake

Featured Articles

Recent Writing

[Our AI Chatbot Got Hacked in 48 Hours. Here’s Everything That Went Wrong.](https://blog.stackademic.com/our-ai-chatbot-got-hacked-in-48-hours-heres-everything-that-went-wrong-bae63b432648?source=rss-81ef066f0042------2)[I Spent 3 Months Building a RAG System. Then Gemini Dropped 1M Token Context.](https://blog.stackademic.com/i-spent-3-months-building-a-rag-system-then-gemini-dropped-1m-token-context-4ff8405fae21?source=rss-81ef066f0042------2)[I Built an AI Research Agent Using 8 Python Libraries in a Weekend. Here’s the Complete Playbook.](https://blog.stackademic.com/i-built-an-ai-research-agent-using-8-python-libraries-in-a-weekend-heres-the-complete-playbook-9f01c67069da?source=rss-81ef066f0042------2)[LLM Evaluation Metrics: How to Know If Your AI Is Actually Working](https://blog.stackademic.com/llm-evaluation-metrics-how-to-know-if-your-ai-is-actually-working-76b8cb787b8d?source=rss-81ef066f0042------2)[Hallucinations: The Bug That Looks Like a Feature — Causes, Detection, and What Actually Works](https://blog.stackademic.com/hallucinations-the-bug-that-looks-like-a-feature-causes-detection-and-what-actually-works-d5dfed0907af?source=rss-81ef066f0042------2)

Certifications

Building RAG Apps Using MongoDB Deep Learning Specialization Oracle Cloud Infrastructure Foundations 2020 MTA: Python Certified 2020 Applied Data Science with Python - Level 2 Data Analysis Using Python Data Visualization Using Python Python for Data Science Data Science Foundations Level 2 Data Science Foundations Level 1 Data Science Methodologies Data Science Tools Data Science Orientation

Connect

LinkedIn Medium Kaggle HackerRank GitHub

💬 I'm open to collaborating on AI, fintech, and open-source projects — feel free to reach out!

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  1. news-ai-backend news-ai-backend Public

    AI news aggregator with multi-stage GROQ/Llama pipeline — summarization, sentiment, NER, bias detection & Q&A. Personalized feed ranking, TTS briefing, PWA, and Telegram digest bot.

    TypeScript

  2. RestoPulse RestoPulse Public

    AI-powered restaurant analytics — scrapes Google Maps & Zomato reviews, runs multi-signal GROQ/Llama pipeline, and surfaces PM-level insights with week-over-week trend diffing.

    TypeScript

  3. YogaPedia YogaPedia Public

    Final year project: real-time yoga pose detection (BlazePose + Keras, 26 poses, 90%+ acc) with asana recommendation. IEEE published.

    HTML

  4. Sign-Language-Converter Sign-Language-Converter Public

    ASL recognition (92% acc, ResNet+YOLOv5) and text-to-sign generation (NLP + Blender animations) via a Django web app.

    JavaScript

  5. Study-Buddy Study-Buddy Public

    Full-stack student productivity platform — React web, React Native mobile, Node/Express/MongoDB API, and Flask ML microservices.

    JavaScript 1

  6. Kuva-Motivational-App Kuva-Motivational-App Public

    Daily affirmations Flutter app — 10 life categories, guided audio, push reminders & task tracker. Symbolising purity and rebirth of the human soul.

    Dart