Godson Kurishinkal Antony

Senior Data Engineer | Analytics Engineering & BI

Professional Summary

Senior Data Engineer with 5+ years engineering data architecture to support analytics and business intelligence. Built dimensional models with 40+ fact tables and 25+ dimension tables, designed medallion lakehouse (Bronze→Silver→Gold) for progressive data refinement. Created semantic layers ensuring consistent business logic across 50+ reports and dashboards, achieving 87% faster analytics delivery and 95%+ data accuracy.

Technical Skills

Cloud & Data: Azure, Databricks, Microsoft Fabric, Delta Lake
Languages: Python, SQL, DAX, M Query
Processing: Polars, PySpark, Pandas, DuckDB
Data Modeling: Star Schema, Dimensional Design, Semantic Layers
Storage: Parquet, Delta Lake, SQL Server, ADLS Gen2
BI & Reporting: Power BI, Streamlit, DAX Studio, Data Quality
ML/Analytics: Scikit-learn, Prophet, XGBoost, Forecasting
Domains: Retail, Supply Chain, Inventory Optimization

Professional Experience

Landmark Group Dubai, UAE
Assistant Manager | MIS & Analytics Dec 2024 – Present
  • Designed dimensional models with 40+ fact tables and 25+ dimension tables using star schema, enabling consistent analytics across the organization
  • Built medallion lakehouse (Bronze/Silver/Gold) for progressive data refinement, processing 10,000+ SKUs daily with 95%+ data accuracy
  • Created semantic layers ensuring consistent business logic across 50+ reports and dashboards, achieving 87% faster analytics delivery
  • Improved data freshness from 48 hours to 2-4 hours (90%), enabling same-day business decisions
  • Developed 3-tier data quality framework identifying 500+ issues, reducing analytics incidents by 70%
Danube Home Dubai, UAE
Executive Business Analytics | Supply Chain Planning Dec 2022 – Nov 2024
  • Built 50+ automated transformation pipelines powering analytics with proper dimensional modeling and fact table design
  • Designed Universal Replenishment Engine with ensemble forecasting (15+ algorithms), inventory optimization using (s,S) policy
  • Developed Power BI semantic models with DAX, ensuring consistent business logic and reducing ad-hoc query time by 60%
  • Created real-time Streamlit dashboards enabling same-day business decisions for 50+ stakeholders
  • Implemented slowly changing dimensions and data quality frameworks with 95%+ uptime
Al Behar Al Sabaa Aluminium & Glass Contracting Sharjah, UAE
Business Intelligence Analyst Feb 2020 – Dec 2022
  • Built end-to-end analytics platform managing supply chain data lifecycle from capture to reporting
  • Reduced manual reporting by 50% and improved operational efficiency by 15% through Python automation
  • Deployed 5+ RPA bots (Selenium/PyAutoGUI) for legacy system automation, eliminating manual data entry
  • Developed ETL pipelines and data transformation workflows for multi-source integration

Key Projects

Analytics Lakehouse Architecture Python, Polars, DuckDB, Delta Lake, Star Schema

Dimensional data platform with Bronze/Silver/Gold layers, 40+ fact tables, 25+ dimensions, and semantic layers ensuring consistent business logic across all analytics.

ML-Powered Analytics Engine Python, Scikit-learn, Prophet, XGBoost, Streamlit

Ensemble forecasting with automatic algorithm selection (ADI/CV2 classification), inventory optimization with safety stock calculations, reducing stockouts by 30%.

Transformation Layer Framework Python, YAML, Data Quality, Logging

Configuration-driven transformation framework with schema validation, data quality checks, and FULL/INCREMENTAL modes. Production-grade code with type hints and documentation.

Education

Bachelor of Science (BS) in Data Science and Applications Jan 2023 – Present

Indian Institute of Technology, Madras (IIT Madras)

Foundation Level in Programming and Data Science (Currently pursuing)

Diploma in Mechanical Engineering 2014 – 2017

Carmel Polytechnic College

CGPA: 8.46

Certifications

Microsoft Fabric Data Engineer Associate (DP-700) — In Progress
Databricks Data Engineer Associate — In Progress
Databricks Data Engineer Professional — In Progress
Google Business Intelligence Certificate — May 2024
Google Data Analytics Professional Certificate — Apr 2024