Skip to content
View ishani2025's full-sized avatar
πŸ’­
SEE U SOON!!
πŸ’­
SEE U SOON!!

Highlights

  • Pro

Block or report ishani2025

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
ishani2025/README.md

Ishani Ghosh

Typing SVG


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



Project Description Stack Status
SoCx AI Security Operations Center β€” a supervisor agent orchestrates specialized sub-agents to triage, investigate, and contain live intrusions in real time. Built the agentic layer in React: the Knowledge, Policy & Risk nodes powering the investigation graph πŸ‘₯ team project React, Agentic AI, Multi-Agent Systems, MITRE ATT&CK βœ…
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…

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.


  • 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. SoCx SoCx Public

    TypeScript 1 1

  5. ishani2025 ishani2025 Public

    Config files for my GitHub profile.

  6. 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