| 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 | Matplotlib · Seaborn · Data Analysis · Statistical Modeling |
| BACKEND & DATABASES | FastAPI · PostgreSQL · pgvector |
| LANGUAGES & TOOLS | Python · C++ · Git · GitHub · VS Code · Google Colab |
| 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. |