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Ansh-1019/README.md

Hey, I'm Ansh Jaiswal πŸ‘‹

AI/ML Engineer β€’ Data Science β€’ Generative AI β€’ NLP β€’ RAG

Computer Engineering student building intelligent systems β€” from LLM-powered retrieval pipelines to production-grade NLP classifiers. I care about models that ship, not just models that score well in a notebook.

LinkedIn GitHub Email


πŸ”­ Current Focus

🧠 Generative AI & LLMs Building RAG pipelines and context-aware applications

πŸ”Ž NLP & Text Intelligence Classification, embeddings, and explainability (SHAP)

πŸ“Š Applied Data Science Turning raw data into decision-ready insights


πŸ› οΈ Tech Stack

Languages

AI / ML

Generative AI
LangChain HuggingFace Gemini FAISS ChromaDB

Data
Β  Pandas NumPy SQL

Backend / DevOps


πŸš€ Featured Projects

πŸ₯ GenAI Healthcare Q&A Platform

Retrieval-Augmented Generation platform answering healthcare questions with context-aware, source-grounded responses.

User Query β†’ Embedding β†’ Vector DB β†’ Retrieval β†’ LLM β†’ Response

Stack: LangChain Β· FAISS Β· ChromaDB Β· Sentence Transformers Β· Gemini Β· FastAPI Β· Docker

Highlights: RAG Vector Search LLM Context-Aware Generation

View Repository β†’

🧠 Mental Health Analysis (NLP)

Text classification system detecting depression, anxiety, suicidal ideation, and emotional state from text, with explainable predictions.

Stack: Hugging Face Transformers Β· DistilBERT Β· SHAP Β· Scikit-learn Β· Streamlit Β· Supabase

Highlights: 99.5% Accuracy 99.5% F1 Score

View Repository β†’

πŸ” Vaastav β€” Multimedia Forgery Detection

AI-based digital forensics system detecting manipulated images, video, audio, and documents.

Stack: Computer Vision Β· Deep Learning Β· Image Processing

Highlights: AI Computer Vision Digital Forensics Multimedia Forgery Detection


More projects on my GitHub profile β†’


🎯 Areas of Focus

Domain
Natural Language Processing 🟒🟒🟒🟒🟒
Generative AI / RAG 🟒🟒🟒🟒🟒
Computer Vision 🟒🟒🟒βšͺβšͺ
Data Science & Analytics 🟒🟒🟒🟒βšͺ

Reflects current focus and depth of hands-on project work β€” not a measured or certified skill score.


πŸ“ˆ GitHub Stats


πŸ“š Currently Learning

  • Advanced Data Structures & Algorithms
  • Advanced Generative AI techniques
  • Production-grade RAG system design
  • MLOps & model deployment
  • Scalable AI system architecture
  • Cloud deployment (AWS / GCP)

"I build systems that don't just predict β€” they explain, adapt, and hold up in production."


πŸ“¬ Let's Connect

LinkedIn GitHub Email

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