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nasim-raj-laskar/README.md

About Me

I'm Nasim — a final-year IT student driven by Machine Learning, Deep Learning, and MLOps.
I focus on building data-driven models, designing robust ML workflows, and turning experiments into reliable systems.

I enjoy working on:

  • 🧠 Machine Learning & Deep Learning models across diverse problem domains
  • 🔧 End-to-end ML pipelines — data preprocessing, training, validation, and inference
  • 📊 Experimentation & optimization — tuning, evaluation, and improving model robustness

I also explore the engineering side of ML:

  • 🔧 MLOps fundamentals — Docker, CI/CD, experiment tracking, automated training
  • ☁️ Cloud basics — AWS (S3, EC2, ECR), orchestrated pipelines

These are skills I'm actively developing to push ML models closer to production.

And occasionally:

  • 🔌 AI-IoT (lightweight models on ESP32/embedded devices) — bringing small DL models to the edge.

My strength and identity lie primarily in ML & DL, supported by evolving MLOps and cloud skills.


🔧 Tech Stack


Dark Souls Bonfire

"In the vast cathedral of code, each repo is but a flame against the endless night."


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  1. Pyth-30 Pyth-30 Public

    This repo contains 30 Python-based AI/ML projects aimed at enhancing skills through practical implementations. The projects cover various domains such as computer vision, natural language processin…

    Jupyter Notebook 2

  2. HeatWave-EWS HeatWave-EWS Public

    A real-time IoT-based heatwave detection system using ESP32, DHT11, and a Django-powered web interface for monitoring and analysis.

    Jupyter Notebook 1

  3. cloud-cost-ml-pipeline cloud-cost-ml-pipeline Public

    MLOps pipeline for cloud cost prediction with automated CI/CD on AWS

    Python

  4. Hurricane-Damage-Training-Pipeline Hurricane-Damage-Training-Pipeline Public

    MLOps pipeline for CNN training with Airflow orchestration, MLflow tracking, and real-time monitoring on AWS.

    Python

  5. AQM AQM Public

    ESP32-based IoT air quality monitoring system with real-time ML inference, multi-sensor fusion (DHT11/MQ135), FastAPI backend, InfluxDB time-series storage, and Grafana visualization dashboards.

    Python

  6. Race-Telemetry Race-Telemetry Public

    A real-time telemetry MLOps platform with automated training, CI/CD deployment on AWS, and end-to-end observability.

    Python