Skip to content
View ml20g2l's full-sized avatar

Block or report ml20g2l

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
ml20g2l/README.md

About Me

Data & Analytics professional focused on turning complex, messy data into reliable decision support. I build end-to-end analytics solutions spanning source ingestion, data-quality controls, SQL modelling, workflow orchestration, statistical analysis, and stakeholder-ready reporting in Power BI, Tableau, and Excel.

My work combines Data Analyst, Analytics Engineer, and Data Engineer practices: defining trustworthy metrics, preserving lineage, automating repeatable pipelines, reconciling outputs across tools, and translating technical results into clear operational and commercial recommendations.

Contact

LinkedIn Email

Tech Stack

SQL MySQL PostgreSQL Python dbt Apache Airflow Docker Power BI Tableau Excel Pandas NumPy scikit-learn Git GitHub Actions


Featured Projects

Enterprise Spend Analytics Pipeline

Built a reproducible spend analytics portfolio solution with two explicitly separated data paths: quality profiling and descriptive analysis of 13,830 real DEFRA public-spend rows, and an operational fictional-company pipeline covering 5,000 multi-currency expenses and 20,000 approval events. Implemented Python validation, idempotent MySQL loading, cached historical FX conversion, 17 dbt models with 73 tests, and a six-task Airflow workflow with 24/24 reconciliation and 6/6 freshness controls. Delivered a four-page Power BI report with separate business and pipeline-health views, supported by Grafana and Streamlit monitoring dashboards.

Python MySQL dbt Apache Airflow Docker Power BI Grafana Streamlit GitHub Actions

NHS Workforce Capacity & Service Delivery Reporting

Designed a repeatable monthly operational reporting solution across NHS workforce, sickness absence, and A&E activity data. Built controlled Power Query intake, data-quality classification, reconciliation controls, Excel manager reporting, and a six-page Power BI dashboard with management alerts and organisation drill-through.

Excel Power Query Power BI Data Quality Python

AI-Augmented Customer Support Operations Analytics

Validated Gemini-assisted ticket classification and designed an evidence-based, confidence-based routing policy with human review safeguards, supported by a three-page Power BI dashboard for operational impact and root-cause analysis.

Python Gemini API Power BI scikit-learn

Customer Behaviour & Conversion Analytics Dashboard

Analysed more than 20 million e-commerce events across 1.6 million sessions using PostgreSQL, Python, and Power BI. Built a six-page dashboard covering conversion funnels, retention, customer behaviour, and product performance, identifying high-intent drop-off opportunities to inform five A/B test proposals.

PostgreSQL Python Power BI Data Analysis

Macro Regime & Asset Performance Analytics

Built an end-to-end Python and PostgreSQL pipeline that classified 1,111 trading days into four transparent macro regimes using one-day-lagged signals to prevent look-ahead bias. Evaluated SPY, IEF, and GLD across return, risk, and correlation metrics, reconciling all 24 Python and PostgreSQL outputs with zero discrepancies and validating findings across six threshold scenarios and 5,000 moving-block bootstrap resamples.

Python PostgreSQL Tableau Statistical Analysis

Pinned Loading

  1. Enterprise-Spend-Analysis-Pipeline Enterprise-Spend-Analysis-Pipeline Public

    An End-to-End Analytics Engineering Project for Procurement, Expense and Vendor Monitoring

    Python

  2. AI-Augmented-Customer-Support-Operations-Analytics AI-Augmented-Customer-Support-Operations-Analytics Public

    AI-assisted customer support analytics with Gemini validation, confidence-based routing, human review and Power BI.

    Jupyter Notebook

  3. E-Commerce-Product-Analyics-Conversion-Funnel-Retention-Revenue-Drivers E-Commerce-Product-Analyics-Conversion-Funnel-Retention-Revenue-Drivers Public

    Product analytics across 20M+ e-commerce events, covering conversion funnels, retention, customer behaviour, revenue drivers and A/B test design.

    Jupyter Notebook

  4. Macro-Financial-Datasets Macro-Financial-Datasets Public

    Curated macroeconomic and financial datasets used for an end-to-end analytics project, including asset prices, interest rates, volatility indices, and inflation data. Sourced from FRED, Bank of Eng…

    Jupyter Notebook

  5. NHS-Workforce-Capacity-and-Service-Delivery-Reporting-Solution NHS-Workforce-Capacity-and-Service-Delivery-Reporting-Solution Public

    Monthly NHS workforce capacity and service delivery reporting with controlled Power Query intake, reconciliation, Excel and Power BI.

    Power Query