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Saimtec/readme.md

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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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  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