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Achievements

Achievement: Pull Sharkx3Achievement: Pair Extraordinairex4Achievement: Starstruckx3Achievement: YOLOAchievement: Quickdraw

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Tkarim45/README.md

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👋 About Me

AI/ML Engineer and Data Scientist with 3+ years building production machine-learning and generative-AI systems. I work on LLM evaluation and safety, Retrieval-Augmented Generation, and AI agent systems, and I own the full path from data pipeline to deployment: architecture, delivery, and operations.

  • 🔭 Building Bryge.io, a multi-tenant industrial IoT analytics platform, as AI/ML Engineer at Datality (London, remote)
  • 🤖 I build LLM apps and I measure them. My portfolio has 12 evaluation and safety projects.
  • 🌱 Working across RAG, AI agents, MLOps, and causal/classical ML
  • 🎓 MSc Artificial Intelligence @ LUMS · BSc Data Science @ FAST-NUCES
  • 💬 Ask me about LLMs · RAG · LangChain · Evaluation harnesses · MLOps
  • 📫 Reach me at taimour.a.karim@gmail.com
  • ⚡ Fun fact: I like Golf ⛳

🏆 Achievements & Recognition

Beginner Data Science Projects

Top 3 Notebooks Top 9 Training Top 10 Educational

Beginner-Data-Science-Projects · 2,400+ ⭐ · ranked Top 3 (Notebooks), Top 9 (Training), Top 10 (Educational) by growth acceleration


🚀 Featured Projects

🧪 clinical-llm-bias-audit
Reproducible fairness-audit framework for clinical LLMs. Introduces the Geographic Disparity Index (GDI); from-scratch stats (Wilcoxon + BCa bootstrap).
Multi-provider LLM · FastAPI · Streamlit

📄 sec-rag-analyst
Production RAG over SEC 10-K filings: hybrid BM25+dense retrieval, RRF fusion, cross-encoder rerank, inline citations, labeled eval.
Claude · FAISS · BGE · Docker

🏥 CureWise-AI-Medical-Healthcare
Deployed healthcare platform: conversational AI, medical-report parsing, RAG, image-based disease detection, realtime DB agents.
OpenAI · Groq/Llama · Pinecone · React

⚙️ credit-default-mlops
End-to-end MLOps: versioned data → tracked model → CI quality gate → drift detection → instrumented serving.
DVC · MLflow · Evidently · Prometheus

🧩 rag-architectures
13 RAG architectures benchmarked on one corpus, from naive → hybrid → GraphRAG → RAPTOR → agentic, scored on recall + LLM-judged accuracy.
sentence-transformers · FAISS · Bedrock

🛡️ llm-guardrails
Input/output safety firewall: prompt-injection detection, PII redaction, toxicity filters. Macro-F1 1.0, zero benign false positives.
FastAPI · Claude judge · regex heuristics

+ a 12-project LLM evaluation & safety cluster: red-teaming · hallucination benchmarks · LLM-as-judge · prompt-regression CI · agent-eval-harness · MCP servers


🛠️ Languages & Tools

Tech Stack


📊 GitHub Analytics

GitHub Metrics — stats, top languages, coding habits, contribution calendar


🤝 Connect With Me

LinkedIn   Gmail   Kaggle   X   Instagram


⭐️ From tkarim45. Every result stated against a baseline.

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  1. Beginner-Data-Science-Projects Beginner-Data-Science-Projects Public

    This repository is a curated collection of hands-on data science projects tailored for beginners. Whether you're just starting your journey in data science or looking to strengthen your skills, the…

    Jupyter Notebook 2.8k 534

  2. Hand-Sign-Detection Hand-Sign-Detection Public

    Detect hand signs with OpenCV: a computer vision project for gesture recognition. Identify and interpret gestures in images or videos, perfect for applications like sign language recognition and ge…

    Python 11

  3. Deep-CNN-Classifier-with-Any-Images Deep-CNN-Classifier-with-Any-Images Public

    A comprehensive repository designed for image classification tasks using TensorFlow, capable of handling varying numbers of classes.

    Jupyter Notebook 10 2

  4. Deep-Face-Detection Deep-Face-Detection Public

    This repository hosts a deep learning-based solution for accurate face detection using OpenCV. Leveraging the power of computer vision, the project detects faces in images with high precision and e…

    Jupyter Notebook 7 1

  5. ai-and-data-learning-hub ai-and-data-learning-hub Public

    A curated collection of comprehensive books and learning resources on AI, Machine Learning, Data Science, and Developer Tools — covering topics from Deep Learning and Data Visualization to Generati…

    12 8

  6. Tkarim45 Tkarim45 Public

    Config files for my GitHub profile.

    30 5