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AggarwalKashvi/README.md

Hi, I'm Kashvi 👋

AI/ML · Backend · Systems  ·  CS @ TIET '27

LinkedIn Email

Python FastAPI Docker PostgreSQL TypeScript Kubernetes Redis Node.js

I like building stuff :p . I am a AI/ML engineer who has experience working on intelligent backends, real-time systems, and applied LLM tools that actually work in production. Currently going deep on LLM agents, backend engineering, and cloud/MLOps. 🚀

🛠️ projects

project what it does impact stack
Local Procedure Manual Offline RAG system for the Indian Army indexing 15k–20k pages of defense manuals. Runs fully air-gapped on quantized 7B LLMs Precision >85% · 2–5s end-to-end latency Python · FAISS · SentenceTransformers · Ollama
Azure Document Intelligence Azure Function App that extracts structured data from documents (PDFs, images) using Document Intelligence OCR + Azure OpenAI, with schema-driven extraction stored in Cosmos DB. 90% accuracy Azure · Gpt-4o-mini · CosmosDB · NoSQL · function apps
NeuroFlow Chrome extension for focused reading — strips ~90% distracting content, Groq-hosted Llama-3 backend for sentence completion + spell correction, LangGraph task decomposition 94% accuracy · 1–2s response latency LangChain · LangGraph · FastAPI · Groq · JavaScript

💻 stack

Languages  Python C++ TypeScript JavaScript SQL R

AI / ML  PyTorch HuggingFace LangChain FAISS scikit-learn

Backend  FastAPI Node.js PostgreSQL Redis WebSockets

Infra & Tools  Docker Kubernetes Azure GitHub Actions n8n Figma

Let's build together!

AI engineering · Applied ML · Backend — product companies & startups

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  1. local-doc-ai local-doc-ai Public

    AI-powered offline RAG system for secure PDF querying using a local LLM (Gemma-2B), FAISS, and SQLite FTS5.

    Python

  2. RL-Environment_MLpipeline_debug RL-Environment_MLpipeline_debug Public

    An OpenEnv-compatible environment for debugging machine learning pipelines, enabling agents to identify, diagnose, and fix issues across data preprocessing and model workflows.

    Python

  3. NeuroFlow_Platform NeuroFlow_Platform Public

    AI-powered Chrome extension using FastAPI, LangChain, and LLMs for text simplification, page summarization, task breakdown, sentence completion, and spell correction to improve focus and readability.

    JavaScript

  4. SyncLab SyncLab Public

    real-time collaborative machine learning notebook built with FastAPI, WebSockets, and a custom Python execution engine, supporting dataset analysis, code execution, and multi-user editing.

    TypeScript

  5. Samsung_chatbot Samsung_chatbot Public

    customer assistance support for samsung products. pinecone database, chatbot impplemented using langchain

    Python

  6. AzureDataFactory_poc AzureDataFactory_poc Public