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Shakleen/README.md

Hey , I'm Shakleen Ishfar

AI Engineer — Production LLMs & Applied ML

I build and deploy ML systems that improve accuracy, latency, and cost.

🔗 Portfolio 💼 LinkedIn 📄 Resume

What I Work On

  • Production LLM systems (RAG, fine-tuning, evaluation)
  • NLP & document understanding (OCR, financial parsing)
  • Performance-focused backend systems (Python → Go)
  • End-to-end ML deployment and iteration

Selected Work

🚀 Flash Learn 🔗

AI-powered adaptive learning platform using LLMs and recommendation systems
→ Go backend (~100× performance improvement), RAG pipelines, Flutter frontend
🔗 Case study: TBD

🥉 PII Data Detection 🔗

Detect and classify Personally Identifiable Information (PII) in essays. Kaggle competition where I won bronze medal.

📰 News Outlet Freedom Detection 🔗

LLM fine-tuning + statistical analysis to measure media bias

Tech Stack

Python • Go • PyTorch • Hugging Face • LLM Fine-Tuning (QLoRA) • RAG
Docker • Kubernetes • Linux

Pinned Loading

  1. Python-Document-Detector Python-Document-Detector Public

    A simple document detector in python3

    Python 51 24

  2. Leaf Leaf Public

    A social media app for plant lovers. Built using flutter for iOS and Android.

    Dart 57 24