9+
Years Experience
Suhail Ahmed Chandio
Ecommerce & Web Consultant | AI Automation & Machine Learning Researcher
Building reliable digital systems for businesses while pursuing machine learning research for real-world and scientific applications. Connecting practical, structured execution across ecommerce and web platforms with rigorous, data-driven research.
1000+
Sites & Stores
100K+
Products Managed
3800+
Upwork Hours
Who I Am
About Me
Hello, I am Suhail Ahmed Chandio. My professional journey runs across three interconnected areas: digital consulting, public-sector teaching, and academic research. Over the past 9 years I have worked with international clients on websites and ecommerce platforms across multiple CMS systems — development, product management, structuring, and long-term maintenance of digital platforms that businesses rely on daily.
Alongside this, I serve as a government schoolteacher in the Sindh Education & Literacy Department, teaching computer science and mathematics while supporting IT-related administrative responsibilities within the school.
In parallel, I am completing a Master of Engineering (Information Technology), with research focused on explainable and uncertainty-aware machine learning applied to scientific and healthcare data — favouring interpretability over black-box outputs.
Research Interests
- Explainable & Interpretable ML (XAI)
- Uncertainty Quantification
- ML for Scientific & Astrophysical Data
- Green AI & Sustainable Computing
- Biomedical Machine Learning
- Time-Series & Variability Modelling
Academic Background
Education
Master of Engineering — Information Technology
2024 – 2026
Mehran University of Engineering & Technology (MUET), Jamshoro
Thesis: "Stellar AI Variability Predictor for Brightness Fluctuations and Galactic Effects" — Supervisors: Dr. Shahnawaz Talpur, Dr. Sanam Narejo
Initial SeminarAugust 2025
Final SeminarMarch 2026
Viva VoceMay 2026
Thesis Submitted to DepartmentJune 2026
ResultAwaiting — Expected Late Aug / Early Sep 2026
Bachelor of Engineering — Computer Systems Engineering
2014 – 2017
Mehran University of Engineering & Technology (MUET), Jamshoro · CGPA: 3.32 / 4.00
Research Output
Publications & Research
Stellar AI Variability Predictor for Brightness Fluctuations and Galactic EffectsIEEE Xplore
Interpretable Machine Learning for Higgs Boson Event Classification: A Reproducible Gradient-Boosting Baseline with SHAP AnalysisPreprint
Enhancing Trust in Healthcare: The Role of AI Explainability and Professional Familiarity
Big Data Analytical Capabilities and Performance: The Mediating Role of Knowledge Management in IT Firms
Examining ChatGPT Usage Effect on Students' At-Risk Behaviour and Performance
Machine Learning Models for Predicting At-Risk Students: A Comparative Study of Classification Techniques
In Progress
Research in Progress
Ongoing / Experimental
BetaForge-X — Beta-Cell Reprogramming Candidacy Scoring in Type 2 Diabetes
An explainable, uncertainty-aware machine learning pipeline combining clinical data, biologically-informed synthetic gene features, Monte Carlo Dropout uncertainty quantification, multi-class SHAP explainability, and a Hill-kinetics biological simulation — validated through an eight-part pre-submission robustness audit.
Ongoing / Experimental
Fog-vs-Cloud AI Deployment: A Unified Lifecycle Sensitivity-Analysis Framework
A Green ICT / Sustainable AI Infrastructure study quantifying the environmental lifecycle cost of fog versus cloud AI deployment using real hardware profiles, Sobol global sensitivity analysis, and external empirical triangulation.
Professional Experience
Freelance Ecommerce & Web Consultant
Self-Employed — International Clients (Remote) · 2017 – Present · 9+ Years
Independent ecommerce and web consultant working with international clients across multiple industries since 2017. My focus is building reliable, maintainable digital systems rather than one-off delivery — structured store setup, product catalog management, order workflows, and long-term multi-CMS platform maintenance that keeps businesses running and growing.
Ecommerce Systems & Store Management
Building and maintaining store platforms across Shopify, WooCommerce, and Magento — catalog management, product data structuring, and multi-channel marketplace integration.
Website Development & CMS Systems
Development and maintenance of WordPress and CMS-based websites with a focus on performance, scalability, and long-term usability.
AI & Automation Systems
Python-based automation workflows and AI-assisted tooling to reduce manual effort and improve operational efficiency.
Digital Operations & Workflow Support
Structured workflows spanning content publishing, analytics setup, SEO processes, and cross-team coordination.
WordPressShopifyMagento
WooCommerceHTML / CSSPHP / MySQL
Python AutomationSEO ToolsAnalytics & APIs
Upwork — Top Rated Plus
Top 3% of talent globally · 3,800+ billed hours · 50+ completed projects
Fiverr — Level 2 Seller
150+ completed projects · Consistent 5-star delivery record
Public Sector
Government Teaching Experience
Junior Elementary School Teacher (JEST)
Sindh Education & Literacy Department, Government of Sindh · Registered / Licensed Teacher (STEDA) · 2022 – Present
- Teaching Computer Science, Chemistry, and Mathematics across Grades 6–10
- Class Teacher, Grade 8 — academic coordination and student administration
- IT Manager responsibilities within the school, including infrastructure and documentation support
- Maintains this part-time government role alongside freelance and research commitments
Capabilities
Technical Skills & Professional Standing
Web & CMS: WordPress, Shopify, Magento, WooCommerce, HTML, CSS, PHP, MySQL
Ecommerce Operations: Product & Inventory Management, Order Processing, Marketplace Integration
AI & Data Science: Python, Machine Learning, SHAP / Explainable AI, Uncertainty Quantification, ML Pipelines
Tools & Platforms: PyCharm, Git, Kaggle, APIs, Automation Systems
Registered Engineer — Pakistan Engineering Council (PEC)
Registered Teacher — STEDA, Government of Sindh
Government Employee — Sindh Education & Literacy Department
Top Rated Plus Freelancer — Upwork
Level 2 Seller — Fiverr
AI Fluency: Framework & Foundations — Anthropic