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nakibworkspace/README.md

Hi, I'm Nakib Ahmed

AI/ML Engineer · Machine Learning Systems · Data Engineering · MLOps

LinkedIn X Kaggle


About

Interested in Machine Learning, AI Systems, Data Engineering, and MLOps, with a focus on building reliable and scalable intelligent systems.

Research: ML Systems · Distributed AI · Graph & Temporal ML · LLM Systems


Tech Stack

Languages

Python · C · C++ · SQL

ML / AI

PyTorch · TensorFlow · Scikit-learn · XGBoost · LightGBM · CatBoost · NLP · LLMs · LangChain · RAG · AI Agents

Data Engineering

Pandas · NumPy · Airflow · Spark · Flink · Kafka · dbt · Databricks

Databases

MySQL · PostgreSQL · MongoDB · Redis

MLOps / Observability

MLflow · Evidently AI · Langfuse · Prometheus · Grafana · Loki · Tempo

Cloud / Infrastructure

AWS · Tencent Cloud · Docker · Kubernetes · Terraform · Pulumi · CI/CD


Selected Work

🔬 Research & ML — Projects

⚙️ MLOps & Infrastructure — Projects

📊 Data Engineering — Projects

📄 Research / Technical Reports — Link


GitHub


📫 Email · LinkedIn · X · Kaggle

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  1. card-approval-prediction-mlops card-approval-prediction-mlops Public

    Jupyter Notebook

  2. chatbot-observability chatbot-observability Public

    Python

  3. churnprediction_monitoring churnprediction_monitoring Public

    Python

  4. datalake-and-warehouse-management datalake-and-warehouse-management Public

    Shell

  5. fastapi-ec2-deployment fastapi-ec2-deployment Public

    Python

  6. minitorch-fundamentals minitorch-fundamentals Public

    Python