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CORE EXPERTISE

GENERATIVE & AGENTIC AI Agentic Workflows · LangGraph · LangChain · Model Context Protocol (MCP) · LLMs · RAG · Prompt Engineering
DEEP LEARNING & NLP/CV Hugging Face Transformers · Natural Language Processing (NLP) · Computer Vision · PyTorch · Model Fine-Tuning
MACHINE LEARNING & XAI Explainable AI (XAI) · TreeSHAP · AutoML (FLAML) · Scikit-Learn · Predictive Modeling
DATA SCIENCE & ANALYTICS Pandas · NumPy · Matplotlib · Seaborn · Exploratory Data Analysis (EDA)
BACKEND & INFRASTRUCTURE FastAPI · PostgreSQL · pgvector · Vector Databases · Docker · AWS · Git

                       


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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