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datixai/README.md

๐Ÿง  About Me

class AhmedAli:
    name       = "Ahmed Ali"
    title      = "Data Scientist | ML Engineer | Founder & CEO @ Datix AI"
    location   = "Kotli, AJK, Pakistan ๐Ÿ‡ต๐Ÿ‡ฐ"
    education  = "B.S. Data Science โ€” University of Kotli AJK (CGPA: 3.64/4.0)"
    thesis     = "FIRO: Edge-Based Wildfire Detection Using MobileNetV2"

    research   = "Research Intern @ National Centre of AI (NCAI), NUST Islamabad"
    kaggle     = "Notebooks Expert ยท Top 2% Globally (#902 of 60,134)"
    fiverr     = "Level 2 Seller ยท 5.0โ˜… Rating ยท 20+ Projects Delivered"
    languages  = ["English (IELTS 7.0 ยท C1)", "Urdu (Native)", "Phari (Native)", "German (A1)"]

    currently  = ["Building Datix AI", "Preparing IEEE Research Paper (FIRO)", "Deep Learning & Edge AI"]
    goal       = "Democratize AI & Data Science for businesses of all sizes"

๐Ÿš€ Mission โ€” Datix AI

"Turning data into decisions, and decisions into growth."

Datix AI is my AI venture delivering end-to-end Data Science, Machine Learning, and Edge AI solutions to global clients. Founded in September 2025, I lead a team of 5+ engineers building intelligent pipelines, computer vision systems, and business automation tools for clients across Pakistan ๐Ÿ‡ต๐Ÿ‡ฐ, USA ๐Ÿ‡บ๐Ÿ‡ธ, UK ๐Ÿ‡ฌ๐Ÿ‡ง, Australia ๐Ÿ‡ฆ๐Ÿ‡บ, and Italy ๐Ÿ‡ฎ๐Ÿ‡น.

Our mission: make ML accessible, interpretable, and production-ready โ€” at every scale, on every device.


๐Ÿ† Kaggle Achievements

Notebooks Datasets Global Rank Contributions Repos DL Models ML Projects


โšก Technical Skills

๐Ÿค– AI & Machine Learning

Python TensorFlow PyTorch Keras Scikit-learn OpenCV

๐Ÿงฌ Deep Learning & Computer Vision

YOLOv8 YOLO11 MobileNetV2 EfficientNet ResNet VGG16

๐Ÿ“Š Data Science & Analytics

Plotly Power BI Tableau Excel R SQL Dash

๐Ÿ”Œ Edge AI & Embedded Systems

Raspberry Pi TFLite Flask MediaPipe


๐Ÿ’ผ Experience

๐Ÿข Founder & CEO โ€” Datix AI

๐Ÿ“ Kotli AJK ย |ย  ๐Ÿ“… Sep 2025 โ€“ Present

  • Founded AI/tech venture delivering end-to-end Data Analysis and ML solutions to global clients
  • Leading a team of 5+ engineers across embedded systems, mobile applications, and ML pipelines
  • Delivered 30+ projects for clients in ๐Ÿ‡ต๐Ÿ‡ฐ ๐Ÿ‡บ๐Ÿ‡ธ ๐Ÿ‡ฌ๐Ÿ‡ง ๐Ÿ‡ฆ๐Ÿ‡บ ๐Ÿ‡ฎ๐Ÿ‡น

๐Ÿ”ฌ Research Intern โ€” NCAI, NUST Islamabad

๐Ÿ“ Intelligent Robotics Lab ย |ย  ๐Ÿ“… Jul โ€“ Sep 2025

  • Literature review on wildfire detection using deep learning
  • Implemented CNN models on 6,000+ image fire dataset
  • Built real-time Flask/Dash/Plotly monitoring dashboard
  • Deployed Raspberry Pi 5 edge inference pipeline

๐ŸŒ Freelancer โ€” Fiverr

๐Ÿ“… 2025 โ€“ Present

  • Level 2 Seller ยท 5.0โ˜… rating in 6 weeks
  • 20+ projects: Data Analysis, ML, Statistical Modelling
  • Built automation tools with Excel/VBA, Google Sheets, Power BI

๐Ÿ“‰ Data Analyst Intern โ€” Xact Mind Pvt Ltd

๐Ÿ“ Kotli, AJK ย |ย  ๐Ÿ“… Jan โ€“ Mar 2024

  • Developed 50+ Python scripts for data processing & automation
  • Managed relational databases with SQL; automated via web scraping
  • Built interactive dashboards using Plotly and Dash

๐Ÿ”ฅ Key Projects

๐ŸŒฒ FIRO: Wildfire Detection System

Mar 2025 โ€“ Dec 2025

Edge AI wildfire detection deployed on Raspberry Pi 5

  • 97% accuracy using MobileNetV2 + Transfer Learning on 6,000+ images
  • Real-time on-device inference โ€” no internet required
  • Flask/Dash/Plotly live monitoring dashboard
  • ๐Ÿ“„ IEEE Manuscript in preparation

Repo

๐Ÿ”’ Intelligent Home Security โ€” 2026

Feb 2026 โ€“ Mar 2026

Real-time threat detection on Android using YOLO

  • YOLOv8 + YOLO11 for weapon & fight detection
  • False-positive filtering pipeline for production reliability
  • Android application with live inference

๐Ÿ’ช AI-Powered Gym Assistant โ€” 2025

Oct 2025 โ€“ Nov 2025

Biomechanical posture correction using pose estimation

  • Real-time posture correction using MediaPipe Pose/MoveNet
  • Joint-angle biomechanical feedback
  • Workout optimisation engine

๐Ÿ“Š Automated Data Analytics Dashboards

Aug 2025 โ€“ Present

End-to-end automation for business analytics

  • 10+ projects delivered end-to-end
  • Excel/VBA dashboards for variance analysis & supply chain
  • Reduced manual processing by 80%+

๐Ÿ“œ Certifications

๐Ÿ… Certification ๐Ÿข Issuer ๐Ÿ“… Date
Google Data Analytics Professional Google 2024โ€“25
Machine Learning with Python IBM May 2024
Databases & SQL for Data Science IBM Jul 2024
Python for Data Science, AI & Development IBM Nov 2023
Data Analysis with R Programming Google Dec 2024
JavaScript Basics UC Davis Jun 2024
Foundations of Data Science: K-Means Clustering Goldsmiths, University of London Feb 2024
Introduction to OOP in C++ ULSA Dec 2024

๐Ÿ”ฌ Research & Publications

๐Ÿ“„ FIRO: Wildfire Detection using MobileNet Lite and Edge AI

IEEE Conference โ€” Manuscript in Preparation (2025โ€“2026)

Developed a real-time wildfire detection system using MobileNetV2 + Transfer Learning on a custom 6,000+ image dataset achieving 97% classification accuracy. Deployed on Raspberry Pi 5 for on-device edge inference in remote off-grid environments without internet connectivity. Live monitoring via Flask, Dash, and Plotly.

Status Target


๐ŸŽ–๏ธ Honours & Awards

๐Ÿ† PM Laptop Scheme โ€” Government of Pakistan ย |ย  Nov 2025

Awarded under a merit-based national scheme recognising top-performing university students โ€” selected based on academic excellence and outstanding performance throughout the degree programme.


๐Ÿ“Š GitHub Stats

Top Languages Profile Summary
Activity Graph

๐ŸŽฏ Goals for 2026

  • ๐Ÿš€ Land a full-time role in Data Science / ML Engineering
  • ๐Ÿ“„ Publish FIRO research paper in IEEE
  • ๐Ÿ—๏ธ Ship a production-level ML product via Datix AI
  • ๐ŸŒ Grow Datix AI's global client base
  • ๐Ÿค Contribute to open-source AI/ML projects
  • โœˆ๏ธ Plan to fly out ๐Ÿ˜„

๐Ÿค Services Offered

๐Ÿค– ML Model Development ย  ๐Ÿง  Deep Learning & Neural Networks ย  ๐Ÿ‘๏ธ Computer Vision (YOLO, CNN)

โšก Edge AI & Raspberry Pi Deployment ย  ๐Ÿ’ฌ NLP ย  ๐Ÿ“Š Data Analytics & Visualization

๐Ÿ“ˆ Business Intelligence & Dashboards ย  ๐ŸŒ Web Applications (Flask/Dash)


๐Ÿ’ฌ Let's Work Together

Open to: Freelance Projects ยท Research Collaborations ยท Part-time Roles ยท Full-time Opportunities

Email LinkedIn WhatsApp


Ahmed Ali ยท Founder of Datix AI ยท datixai.com

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  1. Ahmed-Ali-CV Ahmed-Ali-CV Public

    Repository contain my updated CV if found multiple please download one for which im applying at your company current role thank you!

  2. FIRO-FYP FIRO-FYP Public

    Forest fire solution combining thermal/RGB cameras with optimized deep learning models (EfficientNet + MobileViT) for real-time wildfire detection in Pakistan's forests. Deployable on Raspberry Pi,โ€ฆ

    HTML

  3. AI-Fitness-Trackers AI-Fitness-Trackers Public

    AI-Powered Gym Assistant

    JavaScript

  4. MS-Excel-Dashboards MS-Excel-Dashboards Public

    Excel Dashboards

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  5. MS-Power-BI-Dashboards MS-Power-BI-Dashboards Public

    1

  6. SecretEye SecretEye Public

    AI-Powered Home Surveillance System

    JavaScript