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nasim-raj-laskar/README.md

👋 Hi, I'm Nasim

ML Systems & GenAI Engineer

LinkedIn Kaggle Hugging Face DagsHub


About Me

I’m a Final-Year IT student focused on the engineering side of AI and Machine Learning — building scalable, reproducible, and production-ready ML systems. My interests span MLOps, LLMOps, model serving, observability, and Generative AI infrastructure.

  • 🚀 Currently: Building automated MLOps and LLMOps pipelines while exploring modern Generative AI systems and inference workflows.
  • 🛠️ Philosophy: Great models are only part of the equation. Reliable AI systems require robust infrastructure, CI/CD, observability, monitoring, and reproducible workflows.
  • 🔭 Goal: To bridge the gap between AI research and real-world deployment by building efficient, scalable, and maintainable AI systems.

Tech Stack & Specialized Skills

🧠 Machine Learning & AI

⚙️ MLOps & LLMOps


Vital Signs & Activity

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  1. InfraMind InfraMind Public

    An autonomous LLM-powered system that analyzes logs, identifies root causes, suggests fixes, and continuously improves through human feedback.

    Python 1

  2. 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

  3. 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

  4. 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

  5. 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

  6. 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