Mohammad SheikhAhmadi

I am a Data Science student.

Projects

  • SKILLMAP — AI Career Coach
    Built a full-stack SaaS app that analyzes CVs, identifies skill gaps, and generates personalized 30-day learning roadmaps using Google Gemini AI.
    Implemented Google OAuth, PDF upload, Supabase PostgreSQL with row-level security, and deployed to production on Vercel.
    GitHub Repository- WebApp2026
  • Thesis Project: Machine Learning Applications in Dairy Buffalo Farming
    Developed predictive ML models (XGBoost, Random Forest, Neural Networks) to forecast milk yield in Italian Mediterranean buffaloes using hierarchical time series methods.
    Analyzed heat stress impacts on dairy production by integrating Temperature Humidity Index (THI) with environmental data to optimize farm management practices.
    GitHub Repository. 2026
  • URBAN TRAFFIC FLOW FORECASTING
    Developed a time-series forecasting pipeline to predict hourly traffic volume for multiple toll plazas.
    Benchmarked classical statistical methods (Holt-Winters) against Gradient Boosting algorithms (LightGBM).
    2025
  • CHRONOS FORECASTING FRAMEWORK
    Fine-tuned a T5-based model on a new dataset to improve model performance.
    Implemented a consistency calibration extension for improving uncertainty using Python.
    GitHub Repository. 2024 - 2025
  • Episodic Memory & Video QA (episodic-memory)
    A two-step framework bridging Vision-Language Models and segment localization to extract precise textual answers from unstructured, egocentric videos.
    GitHub Repository. 2024 - 2025
  • OIL SPILL DETECTION WITH HYPERSPECTRAL IMAGING
    A Hybrid Random Forest and CNN Framework for Tile-Wise Oil-Water Classification in Hyperspectral Images.
    Utilized the Hyperspectral Oil Spill Database (HOSD) for benchmarking and validation.
    GitHub Repository. 2024
  • VEHICLE PRICE PREDICTION USING MACHINE LEARNING
    Developed a model to predict vehicle prices using supervised learning at Machine Learning Competition.
    Performed data cleaning, feature engineering, and benchmarking. Achieved a top score of 96.736, ranking 1st among 88 participants.
    GitHub Repository. 2024
  • MicroLearning
    Back-end of a commercial project at Zharfa Accelerator with Node.js.
    A web-site that teaches student step by step. It is been used by companies for teaching their staff.
    GitHub Repository. 2023
  • EndoLink
    Research project with Dr. Sina Ahmadi at George Mason University.
    Aim of this project is finding all names of a specific location and extend more names to a specific location in different languages.
    Private Repository 2021
  • KurdNet
    Research project with Dr. Sina Ahmadi at George Mason University.
    KurdNet is a Kurdish WordNet that was developed by Dr. Sina Ahmadi in 2014 (article).
    Aim of this project was to extend and improve it.
    Private Repository 2021
  • Personal Website
    a personal website made with jekyll to demonstrate some information like education, experiences, and projects.
    GitHub Repository 2021
  • Music Player with Lyrics
    A web application that can play a music with its lyrics at same time. Lyrics, music, font, background, and colour are changeable.
    (Private Repository) 2021
  • MEMORAL
    stores and shops can use this software for selling products, checking remains, printing reports, and some more features like access level (e.g. manager, seller, …).
    GitHub Repository 2020
  • New Sort of Barcode for Personal Purpose
    making new sort of barcode that apart from QR-Code and 128-code.
    I use openCV library and develop on multi platforms e.g. unity, android studio, … . It can recognize specefic characters that is defined. It can calculate and decode some information from a list of characters.
    (Private Repository) 2018 - current