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aastha-m22/README.md

aastha-m22

ai · nlp · genai · computer vision · final-year @ thapar

I build with language models. I also write fiction — the one thing they still can't do for me.


tech stack

stack

+ langchain · langgraph · rag · lora/qlora · huggingface · mediapipe · yolo · mlflow

what i build
  • rag + agent systems — retrieval, eval, and the parts that quietly break in prod
  • llm fine-tuning — lora / qlora, for when a clever prompt stops being enough
  • nlp pipelines that explain why, not just report an accuracy number
  • computer vision — detection, tracking, real-time inference that runs on the edge
currently

final-year robotics & ai @ thapar.


linkedin · kaggle · github · email

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  1. mental-health-nlp-analyzer mental-health-nlp-analyzer Public

    Explainable NLP pipeline for detecting mental health/stress signals in text, with SHAP-based interpretability and a Streamlit demo

    Python

  2. rag-pdf-chatbot rag-pdf-chatbot Public

    Python

  3. VisionOS-Gesture-Control VisionOS-Gesture-Control Public

    Gesture-based control system for visionOS — real-time hand-tracking recognition mapped to configurable actions, with datasets and profiles for training custom gestures.

    Python

  4. herSAFE herSAFE Public

    JavaScript

  5. narrate narrate Public

    HTML

  6. PRAHARI PRAHARI Public

    AI-Powered Compound Risk Safety Intelligence Platform

    Python