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MeherabHS/README.md

Meherab Hossain Shafin portfolio header

Hi there 👋, I'm Meherab Hossain Shafin!

     

I am an undergraduate Software Engineering student at Daffodil International University and a Junior Data and Research Associate Intern at Research and Management Consultants Ltd. (RMCL). My work focuses on building practical data systems, validated forecasting workflows, public health analytics pipelines, and full-stack applications.

I am especially interested in time-series forecasting, data engineering, reproducible analytical methods, and decision-support systems that connect research, software, and real-world implementation.

  • I’m currently working on forecasting, data engineering, and full-stack systems.
  • I’m currently learning advanced machine learning, scalable data pipelines, and production-ready web systems.
  • I’m looking to collaborate on data science, forecasting, public health analytics, and open-source engineering projects.
  • Ask me about time-series forecasting, Python, SQL, Next.js, PostgreSQL, and reproducible analytics.
  • How to reach me: meherabhossainshafin@gmail.com
  • Current focus: turning raw data into validated models and usable analytical systems.

Featured Work

Bangladesh Dengue Forecasting

A reproducible national dengue forecasting workflow using surveillance data, climate covariates, and walk-forward validation.

Repository: bangladesh-dengue-forecasting

Electricity Load Forecasting for Ireland

A statistically validated multi-horizon electricity demand forecasting pipeline using ENTSO-E demand data and NASA POWER weather data.

Repository: Electricity Load Forecasting with Weather-Augmented ML

NYC Taxi Data Engineering

A PostgreSQL-based ETL and analytics pipeline processing 40M+ NYC yellow taxi records with optimized query performance.

Repository: nyc-taxi-data-engineering-postgresql

Dataset Reliability Inspector

A deterministic auditing system for dataset quality, missingness, outliers, leakage signals, and modeling readiness.

Repository: Automated Dataset Reliability and Modeling Readiness Inspector

Bangladesh Air Quality Forecasting

A PM2.5 forecasting workflow across Bangladeshi cities using automated API ingestion, SQLite storage, and time-series modeling.

Repository: Bangladesh-air-quality-forecasting


Stats

Meherab Hossain Shafin GitHub Streak

Technologies

Python SQL PostgreSQL SQLite MySQL

JavaScript TypeScript Next.js React Tailwind CSS

Pandas NumPy scikit-learn Statsmodels

Git GitHub Linux DigitalOcean


Research & Technical Interests

  • Time-series forecasting and model validation
  • Public health and environmental analytics
  • Data engineering and ETL pipelines
  • SQL optimization and database-backed systems
  • Reproducible computational workflows
  • Full-stack application development
  • Decision-support tools and dashboards

Recent Highlights

1. Research Square Preprint

Do climate covariates improve national-scale dengue forecasting beyond autoregressive and seasonal structure?

View: Research Square Preprint

2. Electricity Load Forecasting Research Output

Statistically Validated Multi-Horizon Electricity Load Forecasting with Weather-Augmented Machine Learning under Walk-Forward Evaluation

View: ResearchGate Output

3. Co-curricular Achievements

  • Inter Cantonment National Debate Competition — Runner-up, 2024
  • AUST DC National Debate Competition — Runner-up, 2023
  • Adamjee School Environmental Debate — Champion, 2018
  • Campus Ambassador — Green Genesis Fest, 2026
  • DIU Division of Research Poster Presentation — Certificate of Achievement

Portfolio

Visit my portfolio:

https://meherabhs.vercel.app

Building data systems that matter, models that forecast, and workflows that are reproducible.

Pinned Loading

  1. bangladesh-dengue-forecasting bangladesh-dengue-forecasting Public

    A 15-year longitudinal study evaluating climate covariates in national-scale dengue forecasting. Contrasts SARIMA and Random Forest models under strict rolling-origin validation.

    Python 1

  2. Statistically-Validated-Multi-Horizon-Electricity-Load-Forecasting-with-Weather-Augmented-ML Statistically-Validated-Multi-Horizon-Electricity-Load-Forecasting-with-Weather-Augmented-ML Public

    Weather-augmented multi-horizon electricity load forecasting for Ireland using statistical (SARIMAX), machine learning (Gradient Boosting), and deep probabilistic (DeepAR) models with ENTSO-E load …

    Python 1

  3. Automated-Dataset-Reliability-and-Modeling-Readiness-Inspector Automated-Dataset-Reliability-and-Modeling-Readiness-Inspector Public

    Deterministic dataset auditing system for evaluating schema integrity, missingness, outliers, leakage risk, and predictive modeling readiness using transparent rule-based diagnostics.

    JavaScript 1

  4. nyc-taxi-data-engineering-postgresql nyc-taxi-data-engineering-postgresql Public

    Scalable ETL pipeline and PostgreSQL optimization for 40M+ records. Features memory-efficient Python preprocessing and B-Tree indexing for a 95% reduction in query latency.

    Python 1

  5. RMCL-Official-Website RMCL-Official-Website Public

    Full-stack RMCL website with CMS-driven About and Insights sections, built using Next.js 16, PostgreSQL, Prisma, Tailwind CSS, and secure admin authentication.

  6. Logitcal-Triangle-LTD-Website Logitcal-Triangle-LTD-Website Public

    Production-ready corporate frontend for Logical Triangle Ltd, using Next.js 16, React 19, TypeScript, Tailwind CSS, server-side rendering, validation, and email integration.