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hi vansh here. 👋

22yo ML Engineer from India 🇮🇳

ML Engineer by profession, problem solver by passion. I often self-host the apps I build.

For Q&A, raise a ticket with Vansh Support

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  • V

    Virtual Galaxy Infotech Ltd.

    Security Analyst Intern

    • Built a RAG legal drafting system: ingested 5,000+ judgments into PGVector, ran PDF → metadata → chunking → embeddings, and served hybrid retrieval (vector + PostgreSQL FTS) with petition-aware drafting via Streamlit.
    • Developed Windows/Linux DLP agents to monitor directories, clipboard, and PII; forwarded events in real time to a FastAPI backend with PostgreSQL, Redis, and OpenSearch for incident logging and policy actions.
  • P

    PreProd Corp

    Data Analyst Intern

    • Built an end-to-end MLOps pipeline for food demand forecasting (Kafka, DVC, MLflow, PySpark, Scikit-Learn).
    • Delivered demo projects for the Opensrc program using PySpark, RAG, GAN, MobileNet, Redis, and CouchDB.
    • Ran a 2-day buildathon at VIT Bhopal; built the AutoML MVP, mentored teams, and reviewed submissions.
    • Led 20 interns across 6 teams to ship 30+ demos; acted as Scrum Master and kept sprints on track.

featured

SSHThing

SSHThing

A TUI SSH manager built with Go and Bubble Tea. Save, organize, and connect to SSH hosts securely—all from the terminal. Features encrypted storage (SQLCipher + AES-GCM), spotlight search, multi-device sync via GitHub, and macOS Finder mounts.

AES-GCM
Bubble Tea
Go
SQLCipher
TUI
macOS
Legal Drafting System

Legal Drafting System

Multi-Agent RAG system that auto-drafts legal replies from 2,000+ Indian court judgments. Features an AI pipeline with query planning, hybrid search (vector + keyword), and a filtration agent. Supports petition upload for precedent-based rebuttals and an advisory chat interface.

LangChain
Ollama
OpenAI
PGVector
PostgreSQL
Python
Streamlit
pdfminer

technical skills

Python
NumPy
Pandas
Scikit-learn
TensorFlow
Docker
Redis
Scrum

and more:

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