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Saimtec/readme.md

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CORE EXPERTISE

GENERATIVE AI & NLP/CV LLMs · Prompt Engineering · Hugging Face Transformers · LangChain · LangGraph · 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

                       

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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  1. Forex-Signal Forex-Signal Public

    A simple forex trading signal platform with indicators and some techniques integrated with fundamentals using textblob

    Python 1 2

  2. Data-Analysis-Dashboard Data-Analysis-Dashboard Public

    A powerful Streamlit web app for interactive CSV data analysis with visualizations, statistical insights, correlation heatmaps, outlier detection, and data cleaning - no coding required.

    Python

  3. Food-delivery-system-in-c-PF- Food-delivery-system-in-c-PF- Public

    Food delivery system in C++ using programming fundamentals

  4. Gold-Price-Prediction Gold-Price-Prediction Public

    Gold price prediction app built with scikit-learn, FastAPI, and Streamlit, including reproducible training and model artifact management.

    Python

  5. Machine-Learning-Notebooks Machine-Learning-Notebooks Public

    A collection of machine learning notebooks for study and revision, including supervised and unsupervised topics.

    Jupyter Notebook

  6. Stock-Market-Analysis Stock-Market-Analysis Public

    Streamlit dashboard for live Yahoo Finance data with moving averages, RSI, MACD, volume views, multi-ticker comparison, and a lightweight 30-day trend projection.

    Python