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avanishkasar/README.md

Hi 👋, I'm Avanish!

GDG Organizer @ APSIT · Google Cloud ML Engineer Certified · AI/ML Builder · Google Student Ambassador 2026

avanishkasar


Hi, I'm Avanish 👋

I'm a CS undergrad and AI/ML builder focused on shipping real-world intelligent systems — from LLM-powered applications and RAG pipelines to agentic workflows and applied ML research. I don't just learn technology, I build with it and help others do the same.

Google Cloud Certified ML Engineer · Google Student Ambassador 2026 · GDG On Campus Organizer @ APSIT · Open Source Contributor (GSSoC 2025)


🔭 Current Focus

  • Building applied ML research around LLMs, RAG architectures, and AI agents
  • Working on demand forecasting systems combining time-series models (ARIMA, XGBoost) with Google Trends signals
  • Formalizing experiments into a published ML research paper
  • Exploring agentic workflows, tool calling, and multi-step planning for real-world automation

Things I'm excited about

  • AI/ML Research — Investigating LLM behavior, prompt engineering, retrieval quality, and output reliability. Working toward research contributions in alignment and interpretability
  • Applied AI Systems — Building end-to-end products that combine LLMs, APIs, and backends into things that actually ship and solve real problems
  • Community & Open Source — Leading GDG On Campus APSIT, organizing hackathons, collaborating with industry professionals, and mentoring developers in AI and cloud

🏆 Key Projects

  • ML Research & Demand Forecasting — Applied ML research project combining ARIMA + XGBoost with Google Trends signals for e-commerce demand prediction. Evaluated using RMSE and MAPE metrics
  • Playlistify AI — NLP-based music recommendation engine that converts natural language prompts into curated Spotify playlists using Gemini API and intent extraction
  • Vision Protect — AI-powered AR safety Android app using computer vision and ARCore for real-time hazard detection and awareness
  • ARchitect — Web-based AR interior design platform for furniture visualization, 3D room planning, and budgeting workflows
  • Lost & Found Campus — AI-assisted campus portal with Gemini-powered item descriptions, Google Auth, and Firestore listings

Skills and Experience 💪

  • Languages: Python, C++, Java, JavaScript, TypeScript, Kotlin, Dart, HTML/CSS
  • AI / ML: Machine Learning, Deep Learning, NLP, Computer Vision, Generative AI, LLMs, RAG, AI Agents, Prompt Engineering, Tool Calling, Recommendation Systems
  • ML Libraries: Pandas, NumPy, Scikit-learn, TensorFlow, PyTorch, OpenCV, LangChain, FAISS
  • Backend & APIs: Node.js, Express.js, REST APIs, FastAPI, Firebase, SQLite, SQL
  • Cloud & DevOps: Google Cloud Platform (GCP), Firebase, Oracle Cloud (OCI), AWS (Fundamentals), Docker, Linux, CI/CD (GitHub Actions)
  • Mobile & AR: Android (Kotlin), ARCore, ML Kit, Flutter
  • Tools: Git, GitHub, Postman, Vercel, Notion, VS Code

🏅 Achievements

  • 🥇 Build and Grow AI Hackathon 2.0 — Top 15 Finalist (1,766+ teams nationwide), Grand Finale @ Jio Institute
  • 🥇 Hack This Fall Community Fall 2025 — Top 10 Overall + Apify Track Reward, Hacker House @ Zoho House, Bengaluru
  • 🎓 Google Cloud Professional ML Engineer — Certified
  • 🌟 Google Student Ambassador 2026 — Selected for APSIT campus
  • 🌍 GSSoC 2025 — Open Source Contributor
  • ☁️ Google Cloud Arcade Challenge — Completed

Github Stats

Currently based in Mumbai · Building AI systems that matter · Open to AI/ML internships and research collaborations

📫 Connect with me · LinkedIn · Portfolio · Email

Popular repositories Loading

  1. ARchitect-Website ARchitect-Website Public

    ARchitect - Complete Academic Project A web-based AR interior design solution featuring 3D room planning, AI budgeting tools, and furniture visualization. Includes project script, presentation, scr…

    HTML 2

  2. Vision-Protect-App Vision-Protect-App Public

    Vision Protect is an AI-powered AR app that transforms your phone into smart safety goggles. Using ARCore and ML, it detects hazards in real time and enhances visual awareness — built for next-gen …

    Kotlin 1 1

  3. ReactJS-Website ReactJS-Website Public

    Minimal UI, max performance — a no-BS ReactJS website built from scratch.

    HTML 1

  4. Lost-N-Found-Campus Lost-N-Found-Campus Public

    A minimal lost & found web app for campus use, built with Firebase and Gemini 2.5 Flash. Features Google Sign-In, AI-generated descriptions, and Firestore storage.

    JavaScript 1

  5. Playlistify-AI Playlistify-AI Public

    Your words. Your vibe. Perfect playlists.

    HTML 1 2

  6. Rock-Paper-and-Scissor-Game Rock-Paper-and-Scissor-Game Public

    a simple game made by me in c++ on vscode

    C++