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datixai/README.md

🧠 About Me

class AhmedAli:
    name       = "Ahmed Ali"
    title      = "Data Scientist | AI Engineer | Founder & CEO @ Datix AI"
    location   = "Kotli, AJK, Pakistan"
    education  = "BS Data Science β€” University of Kotli AJK (CGPA: 3.64/4.00)"
    thesis     = "FIRO: Edge-Based Wildfire Detection Using MobileNetV2"

    research   = "Research Intern @ National Centre of AI (NCAI), NUST Islamabad"
    expertise  = ["Computer Vision", "Deep Learning", "Edge AI", "Data Analytics", "NLP"]
    currently  = ["Building Datix AI", "Head of AI @ XactGen", "Preparing the FIRO manuscript"]
    languages  = ["Urdu", "Pahari", "English (IELTS 7.0)", "German (A1)"]
    goal       = "Turn data into intelligent products that solve real-world problems"

I build end-to-end AI and data solutions: computer vision, deep learning, edge deployment on Raspberry Pi, analytics dashboards, and full-stack AI web apps. I've trained 30+ deep learning architectures across 200+ ML projects on Kaggle. Through Datix AI, I lead a team of 5+ delivering for clients in the USA, UK, Canada, Australia, Europe and the Gulf.


🏒 Datix AI β€” Where Data Becomes Conscious

Datix AI LinkedIn Clients Countries

A data science and AI development company, registered at the Software Technology Park, University of Kotli AJK, working remotely with clients across all time zones.

Service What we build
πŸ€– AI Development Custom AI solutions from strategy to production
πŸ“ˆ Machine Learning Predictive models, forecasting, MLOps
🧬 Deep Learning Neural networks, transformers, CNNs
πŸ‘οΈ Computer Vision Object detection, OCR, edge AI
πŸ’¬ NLP LLM apps, chatbots, sentiment analysis
πŸ“Š Business Intelligence & Data Analytics Dashboards, pipelines, statistics
🌐 Web & App Development Next.js, React, APIs, iOS and Android
πŸ”Œ Embedded Systems Raspberry Pi, IoT, firmware

⚑ Technical Skills

πŸ€– AI & Machine Learning

Python TensorFlow PyTorch Keras Scikit-learn OpenCV

πŸ‘οΈ Deep Learning & Computer Vision

YOLOv8 YOLO11 MobileNetV2 EfficientNet ResNet VGG16 Custom CNNs

✨ NLP & Generative AI

LangChain OpenAI API Claude API Hugging Face NLTK spaCy

πŸ”Œ Edge & Embedded AI

Raspberry Pi TFLite Quantisation On-device Inference ESP32

πŸ“Š Data Science & Analytics

Pandas NumPy Plotly Power BI Tableau Excel R SQL

🌐 Web & Tools

Next.js React TypeScript Flask Firebase Vercel Git


πŸ’Ό Experience

πŸš€ Founder & CEO β€” Datix AI

πŸ“ Kotli, AJK, Pakistan Β |Β  πŸ“… Sep 2025 – Present

  • Founded an AI and data venture delivering end-to-end ML and analytics solutions
  • Lead embedded systems, mobile apps and ML deployment pipelines
  • Delivered 30+ projects for clients across Pakistan, USA, UK, Australia and Italy

🧠 Head of AI β€” XactGen

πŸ“ Kotli, AJK, Pakistan Β |Β  πŸ“… 2026 – Present

  • Lead AI strategy, product direction and growth at an early-stage AI startup
  • Drive client acquisition and day-to-day execution

πŸ”¬ Research Intern β€” National Centre of AI (NCAI)

πŸ“ Intelligent Robotics Lab, Islamabad Β |Β  πŸ“… Jul 2025 – Sep 2025

  • Trained CNN classifiers on a 6,000+ image wildfire dataset
  • Built a real-time monitoring dashboard with Flask, Dash and Plotly
  • Set up Raspberry Pi 5 for edge deployment and on-device inference

πŸ’» Freelance Data Scientist β€” Fiverr

πŸ“ Remote Β |Β  πŸ“… 2025 – Present

  • Level 2 seller with a 5.0β˜… rating from international clients
  • Data analysis, statistical modelling and machine learning projects
  • Business automation with Excel/VBA, Google Sheets and Power BI

πŸ“Š Data Analyst Intern β€” Xact Mind Pvt Ltd

πŸ“ Kotli, AJK, Pakistan Β |Β  πŸ“… Jan 2024 – Mar 2024

  • Wrote 50+ Python scripts for data processing and automation
  • Managed SQL databases and automated data collection via web scraping
  • Built interactive client dashboards with Plotly and Dash

πŸŽ“ BS Data Science β€” University of Kotli AJK

πŸ“… 2021 – 2025 Β |Β  CGPA 3.64 / 4.00

  • Thesis: FIRO β€” Edge-Based Wildfire Detection Using MobileNetV2
  • Focus: data science, machine learning, AI and edge computing

πŸš€ Selected AI Work

πŸ”₯ FIRO β€” Edge AI Wildfire Detection

Real-time forest fire early warning on a Raspberry Pi

  • 97% accuracy on a 6,000+ image dataset (MobileNetV2 + transfer learning)
  • TFLite INT8 inference on Raspberry Pi 5, no cloud required
  • Live dashboard plus fire alerts

Repo

πŸ›‘οΈ SecretEye β€” AI Home Security

Real-time weapon and fight detection

  • Android app integrating YOLOv8 and YOLO11
  • False-positive filtering for production reliability

Repo

πŸ‹οΈ AI-Powered Gym Assistant

Real-time posture correction

  • MediaPipe Pose / MoveNet keypoint tracking
  • Joint-angle biomechanical feedback for workouts

Repo

πŸ“ˆ Automated Analytics Dashboards

10+ end-to-end client projects

  • Excel/VBA dashboards for variance analysis and supply chains
  • Cut manual processing by 80%+

Repo


πŸ§ͺ More Open-Source Projects

Project Focus
q-ROFD Fuzzy Dominance q-rung orthopair fuzzy dominance for noisy multi-objective optimisation (NSGA-II/III)
LionChief AI Train Controller Collision prevention with ESP32, IR beams, Raspberry Pi AI camera and BLE
FillFinder Detects closed areas in embroidery designs (DST/PES) and auto-generates fills
MTG Thermal Printer Raspberry Pi 5 card printer with a 70k+ card offline database and Flask dashboard
Social Safety Net Dashboard Plotly/Dash analysis of social spending vs. global happiness (2015–2023)
100 Deep Learning Projects Hands-on deep learning notebooks
AI, Data Science & ML Books Curated reading collection

πŸ“„ Research & Publications

FIRO: Wildfire Detection using MobileNet Lite and Edge AI

Manuscript in preparation Β· Targeting an IEEE conference (2025–2026)

Real-time wildfire detection with MobileNetV2 and transfer learning, deployed on Raspberry Pi 5 for edge inference in remote, off-grid environments.

Status Field

q-ROFD: q-rung Orthopair Fuzzy Dominance for Noisy Evolutionary Multi-Objective Optimisation

With Muhammad Saeed Raja (Riphah International University)

Code ORCID


πŸ† Honours & Achievements

  • πŸ₯‡ Kaggle Notebooks Expert, top 2% globally (Notebooks #902 of 60,134 Β· Datasets #507 of 8,731)
  • πŸ’» Prime Minister's Laptop Scheme recipient (2025), awarded for academic merit
  • 🏒 Founded Datix AI, registered at the Software Technology Park, University of Kotli AJK
  • ⭐ Level 2 Fiverr seller with a 5.0β˜… client rating
  • 🧠 Trained 30+ deep learning architectures across 200+ ML projects

πŸ“œ Selected Certifications

Certification Issuer
Google Data Analytics Professional Certificate Google
Data Analysis with R Programming Google
Machine Learning with Python IBM
Databases and SQL for Data Science IBM
Python for Data Science, AI & Development IBM
JavaScript Basics University of California, Davis
Foundations of Data Science: K-Means Clustering Goldsmiths, University of London

πŸ“Š GitHub

Most-used repository languages GitHub profile summary

Explore my repositories for work in computer vision, edge AI, machine learning, data analytics and web development.


🀝 Let's Connect

I'm open to freelance projects, research collaborations and part-time roles.

Where data becomes conscious.

Footer

Ahmed Ali Β· Data Scientist Β· AI Engineer Β· Founder of Datix AI

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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,…

    HTML

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

    AI-Powered Gym Assistant

    TypeScript

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

    Excel Dashboards

    4 1

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

    1

  6. SecretEye SecretEye Public

    AI-Powered Home Surveillance System

    TypeScript