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Focusing on Data Science related staffs
🎯
Focusing on Data Science related staffs

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Niloy009/README.md

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About Me

  • 🎓 M.Sc. Data Science @ University of Potsdam (exp. 2027 · GPA 2,1 · 81/120 ECTS completed)
  • 🔬 Graduate Research Assistant @ Research Center for Trustworthy Data Science and Security — evaluated multilingual LLMs (mT5, IndicBART) for Bangla NLP & inter-annotator agreement analysis
  • 🏢 Former Data Scientist @ Eucaps Ltd. — built & deployed 7–8 automated financial news crawlers on AWS (EC2, S3, Lambda) across Schengen markets
  • 📍 Based in Dortmund, Germany · 🌐 English (fluent) · Deutsch (B1)
  • 🚀 Open to Werkstudent (20 h/week) & full-time roles in ML Engineering or Data Science

Tech Stack

Languages & Libraries

Python R SQL Pandas NumPy Matplotlib Seaborn

Machine Learning & AI

PyTorch Scikit-learn HuggingFace TensorBoard

Data Engineering

AWS FastAPI Selenium Snakemake

AI-Assisted Development

Claude Code GitHub Copilot


Featured Projects

Project Description
🎙️ End-to-End Voice AI Pipeline Fully local voice assistant (Whisper ASR → Llama 3.1 8B → ElevenLabs TTS) with fuzzy-matching QA evaluation
🏗️ Job Market Pipeline End-to-end data engineering pipeline — Airbyte → BigQuery → Dagster orchestration → LLaMA 3.1 skill extraction, provisioned with Terraform
🧠 Deep Learning Image Classification Modular PyTorch pipeline with EfficientNet & TensorBoard experiment tracking on Food-101
🌦️ Weather Impact on Vegetable Cultivation Reproducible Snakemake pipeline analyzing 14 years of DWD + Destatis data in Brandenburg

Publication

📄 Data Mining Techniques To Categorize Single Paragraph Formed Self Narrated Stories
Springer Singapore · ICT4SD 2020, Goa, India
DOI: 10.1007/978-981-15-8354-4_70


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  1. voice-assistant-pipeline voice-assistant-pipeline Public

    Jupyter Notebook 1

  2. job-market-pipeline job-market-pipeline Public

    Python

  3. pytorch_experiment_tracking pytorch_experiment_tracking Public

    Python

  4. vege_weather_impact_de vege_weather_impact_de Public

    Python