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AlgoDeveloper400/README.md

Data Engineering Banner

Hi, I'm Nokul Debanath 👋

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⚡ About Me ⚡

Hi! I’m a Data Engineer passionate about designing and building scalable, reliable data systems and pipelines. I focus on data quality, reproducibility, and efficiency, turning raw data into actionable insights for analytics, automation, and machine learning.

I love tackling complex data challenges, optimizing workflows, and continuously learning new approaches to improve both systems and myself.

Outside of work, I enjoy video games, hitting the gym, and exploring new technologies.

"The more I learn, the more I realize how much I don't know — and yes, I made that up!" 😄

📡 Connect with me

LinkedIn

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  1. MQL5-Economic-News-Data-Pipeline-2025-GCP- MQL5-Economic-News-Data-Pipeline-2025-GCP- Public

    This repo is based on the MQL5 Economic News Data Pipeline 2025 repo, but with extra scripts for cloud deployment.

    Python

  2. Big-Data-Project-Jan-2026-Tick-Data- Big-Data-Project-Jan-2026-Tick-Data- Public

    Full end-to-end ETL pipeline with data lakehouse architecture and live ML model deployment for large-scale tick data processing, distributed transformations, and reliable real-time trading across d…

    Python

  3. MQL5-Economic-News-Data-Pipeline-2025 MQL5-Economic-News-Data-Pipeline-2025 Public

    This repo showcases a data pipeline using data from the MLQ5 website.

    Python

  4. News-Headline-NLP-Project-2025 News-Headline-NLP-Project-2025 Public

    End-to-end system collecting and analyzing financial news from Investing.com using transformer NLP to detect bullish and bearish sentiment. Includes monitoring and validation to ensure reliable, co…

    Python

  5. Apache-Iceberg-Pyiceberg-Local-Data-Lakehouse Apache-Iceberg-Pyiceberg-Local-Data-Lakehouse Public

    Production-grade local Apache Iceberg lakehouse pipeline — deduplication, quality checks, snapshot management, folder watcher and scheduler. Zero cloud, zero JVM.

    Python

  6. AWS-Data-Lakehouse AWS-Data-Lakehouse Public

    This project demonstrates a cloud-native Data Lakehouse on AWS, focused on the Gold layer of the Medallion Architecture. It streams financial data from a Trading API, converts CSV to Parquet via AW…

    Python