Mu'min AhmadBI Analyst
PROFESSIONAL SUMMARY

Systems-driven and analytical Commercial BI Analyst with a 5-year foundational background in Mechatronics Engineering. Specialized in diagnosing complex business inefficiencies and inventing original conceptual frameworks to automate market evaluation, competitor benchmarking, and performance metrics. Expert at acting as an AI-augmented technical builder—leveraging technical prompt engineering and LLM workspaces to accelerate data pipeline transformations, code generation, and back-end logic, while dedicating cognitive focus to system lineage validation, metrics integrity, and dashboard UI/UX design.

TECHNICAL & CORE SKILLS
Data Analytics & Modeling — Power BI, Microsoft Excel, SQL
Full-Stack & Visualization Stack — Python, Pandas, Plotly, Jinja2, Tailwind CSS, htmx
AI-Driven Environments — Technical Prompt Engineering, LLM Code Generation & Prototyping
Core Methodologies — Business Analytics, Feature Engineering, Metric Taxonomy Design
Languages — Arabic (Native/C2), English (Intermediate/B1).
DATA ANALYTICS & VISUALIZATION PRODUCTS

Egyptian Basketball Super League Scouting Classification⁠

Systems Architect & Scouting Engine Developer
  • •Pace-Adjusted & Feature Extraction Engine: Built a Python pipeline processing play-by-play logs with 1.5x leverage-weighting and Beta-Binomial Bayesian smoothing. Feature stack utilized RobustScaler, UMAP, Gaussian Mixture Models, and Boruta selectors to extract high-signal tactical attributes.
  • •Topology Alignment & Archetype Classification: Engineered a Label Spreading model over 3D UMAP space mapping players to 19 granular archetypes via vector dot-product similarity and Robust Median Scaling (IQR * 0.7413) Z-scores.
  • •7-Pillar MECE Valuation Matrix: Designed a utility engine evaluating players across 7 exclusive tactical pillars using position-isolated percentile distributions and an algorithmic "Role Betrayal Tax" penalty.
  • •Algorithmic Narrative & Sifter Engine: Built an automated text generator tracking Simpson's Paradox dependencies alongside an Excel array-formula (=FILTER, =SORT, =LET) Top-N Talent Sifter engine.
  • •Statistical Modeling & Possession Metrics: Built a full-stack product clustering tournament players into 8 tactical groups via Sigmoidal curve normalization; engineered a Team Possession Index to execute Possession-Adjusted Defending (padj) metrics.
  • •Vector Similarity & Edge Architecture: Designed a Euclidean vector similarity engine across 6 structural dimensions for player replacement matching; deployed application backend and interface utilizing Python (Pandas), Plotly, Jinja2, Tailwind CSS, htmx, and Cloudflare Workers Edge.

    • OTA Competitor Benchmarking & Market Entry⁠

    Data Architect & Simulation Engine Developer (DEPI Graduation Project)
  • •Market Simulation & Synthetic Data: Conceptualized a Saudi OTA ecosystem "Digital Twin" to analyze pricing dynamics; engineered a Python pipeline (Pandas, NumPy, Faker) simulating seasonal demand cycles (Hajj/Ramadan) across 8 personas.
  • •Star Schema Architecture & Power BI MVP: Architected a 13-table Star Schema with an automated 25+ test QA suite, deploying a validated Power BI MVP focused on relational backend modeling and operational business logic.
    • PROFESSIONAL EXPERIENCE

    "Raqam.Wa.Tafseela" Platform⁠

    Founder & Lead Sports Analytics Specialist

    Platform Leadership & Brand Architecture: Founded and actively managed an independent sports analytics venture dedicated to translating dense, advanced tracking metrics into high-impact, accessible narrative formats.

    03/2026 – PresentRemote

    Data Gear

    Junior Implementation Specialist
  • •Documented systems and trained 25+ users, boosting adoption by 60%
    • 01/2023 – 12/2024Cairo, Egypt
  • •Supported UAT and configured web applications to meet banking requirements

    • Elnisr Batteries

    Electromechanical Preparation Engineer

    Researched and evaluated 10+ vendors, cutting procurement costs by 50% (150K EGP) and shortening lead times by 40%

    09/2019 – 12/2022Sadat City, Egypt
    EDUCATION & PROFESSIONAL DEVELOPMENT

    Digital Egypt Pioneers Initiative (DEPI)⁠

    Microsoft Power BI Data Analyst Trainee

    Advanced specialization track focused on interactive data modeling, statistical analysis, dashboard automation, and translating complex requirements into data-driven tools.

    07/2025 – 12/2025Alexandria, Egypt

    Alexandria Higher Institute of Engineering & Technology (AIET)⁠

    Mechatronics Engineering Bachelor's Degree | GPA: 3.3/4.0 (Very Good)
    09/2012 – 05/2017Alexandria, Egypt

    IQ Stats Academy⁠

    Tactical Performance & Sports Data Analytics Track
  • •Tactical Video Tagging & Workflows: Trained on individual and collective match-tagging architectures using IQ Stats, Dartfish, and LongoMatch systems across attacking, defensive, and transition phases.
  • •Tactical Reference Frameworks: Modeled structural phase dynamics—evaluating line-by-line defensive references, midfield progression patterns, and attacking phase execution.
  • •Sports Telemetry & Hardware Systems: Analyzed data integration from physical and tactical tracking platforms, including GPS micro-technology, Whoop biometric load metrics, and Veo AI camera infrastructure.