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ishani2025/README.md
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I'm a CS undergrad at VIT Chennai who cares more about shipping working AI systems than chasing benchmark numbers. Most of what I build sits at the intersection of RAG pipelines, mobile apps, and backend infrastructure β€” right now I'm slowly moving down the stack, from AI systems toward edge deployment, and from there into compilers and semiconductor design. That last part is new, but it's where I want to end up.


πŸŽ“ Studying πŸ“ Based in 🧭 Focus right now 🌱 Exploring next
B.Tech CSE, VIT Chennai Bangalore, India RAG systems, Android + backend AI apps Compilers & semiconductor systems

🧰 Stack


πŸ“Š GitHub Stats


🧩 What I've built

Project Description Stack Status
LogSentinel Dual-agent RAG pipeline for debugging Java/Python logs, with FAISS vector search for sub-second retrieval and a custom eval harness for prompt reliability FastAPI, FAISS, Ollama (Mistral), Streamlit βœ…
AuditOS Mobile forensic verification system for EPR credits β€” pHash duplicate detection, real-world camera + liveness checks, immutable audit logs πŸ₯ˆ 2nd place, CodeChef VITC Internal Quest Kotlin, Android Studio, Flask, SQLite, OpenCV βœ…
AcuteAssist Clinical decision-support assistant β€” pipeline to cut context noise, outputs validated against safe JSON schemas, roadmap includes ABHA/UHID integration Android Studio, Python, Ollama 🚧
GitBit Gamified way to learn Git β€” React + Unity, 3D visual feedback for forking, merging, and PRs React, Unity, FastAPI 🚧
Lost & Found Image-matching lost-and-found app with Google OAuth and OpenCV-based matching OpenCV, SQLAlchemy, Google OAuth βœ…

🎯 Where I'm headed

ML Projects β†’ AI Systems β†’ Edge AI β†’ AI + Chip Systems
                                      (compilers & semiconductors)

Target roles: AI Systems Engineer, AIoT / Edge AI Engineer, Backend AI Infrastructure β€” and increasingly, anything that lets me get closer to the hardware/compiler layer.


πŸ† Achievements & involvement

  • Project Lead & Core Member, Projects Department β€” CodeChef VITC (Jul 2025–Present)
  • πŸ₯ˆ 2nd place, Internal Quest (CodeChef VITC) β€” for AuditOS
  • 100+ problems solved on CSES, building consistent DSA fundamentals

Fun fact: I'm a little obsessed with ocean life β€” I genuinely believe the internet, the oceans, and space are the last three unexplored frontiers.

Popular repositories Loading

  1. LogSentinel LogSentinel Public

    Python 2 1

  2. AcuteAssist AcuteAssist Public

    AI triage assistant that filters patient data, combines history and vitals, and generates concise summaries for faster, cost-efficient emergency decisions.

    Python 2

  3. CyberSafe CyberSafe Public

    CyberSafe is a web application aimed to senior citizens and teenagers regarding the cybercrimes happening in india.

    HTML 1

  4. ishani2025 ishani2025 Public

    Config files for my GitHub profile.

  5. LOSTANDFOUND LOSTANDFOUND Public

    On large university campuses, students and faculty face a frustrating and inefficient process for lost belongings. Traditional systems like WhatsApp groups rely on vague descriptions and manual log…

    Python

  6. auditos-project auditos-project Public

    AuditOS is a forensic waste-verification engine that validates EPR credits using real-world camera evidence, geolocation checks, duplicate detection, screen-fraud rejection, and randomized liveness…

    Python 1