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Saimtec/readme.md

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╔══════════════════════════════════════════════════════════════════════╗
║  > SYSTEM DIAGNOSTICS                                              ║
║  STATUS       : ACTIVE                                             ║
║  ROLE         : ASSOCIATE AI ENGINEER                              ║
║  FOCUS        : GENERATIVE AI / NLP / COMPUTER VISION / XAI        ║
║  EDUCATION    : BSCS — UMT, LAHORE                                 ║
║  MISSION      : DEVELOPING EXPLAINABLE & RELIABLE AI SOLUTIONS     ║
╚══════════════════════════════════════════════════════════════════════╝

CORE EXPERTISE

GENERATIVE AI & NLP/CV LLMs · Prompt Engineering · Hugging Face Transformers · LangChain · RAG · NLP · Computer Vision
EVALUATION & ML Model Evaluation · Explainable AI (XAI) · Scikit-learn · Pandas · NumPy · FLAML · SHAP
DATA SCIENCE Pandas . Numpy. Matplotlib · Seaborn · Data Analysis · Statistical Modeling
BACKEND & DATABASES FastAPI · PostgreSQL · pgvector
LANGUAGES & TOOLS Python · C++ · Git · GitHub · VS Code · Google Colab

             

PUBLICATIONS

2026 Explainable Hybrid Forex Trading: Integrating Fuzzy Price Action with AutoML
Saim Anwar, Haider Ali Khan Rashid, Fasiha Ashraf, Hafiz Abdul Rehman
A hybrid Neuro-Symbolic Trading System combining Fuzzy Logic, AutoML (FLAML), and XAI for transparent algorithmic forex trading with 79.4% accuracy and 142.7% ROI.

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