Welcome to my GitHub profile! I'm passionate about leveraging artificial intelligence and machine learning to solve complex real-world problems and drive data-driven decision making.
I'm a Senior AI/ML Engineer and Data Scientist with extensive experience in designing, developing, and deploying machine learning models and AI solutions at scale. My expertise spans the entire ML lifecycle—from data collection and preprocessing to model development, deployment, and monitoring in production environments.
- Frameworks: TensorFlow, PyTorch, Keras, Scikit-learn, XGBoost, LightGBM
- Techniques: Supervised & Unsupervised Learning, Deep Learning, Reinforcement Learning, Transfer Learning
- Specializations: Computer Vision, Natural Language Processing (NLP), Time Series Analysis, Recommendation Systems
- Libraries: Pandas, NumPy, SciPy, Matplotlib, Seaborn, Plotly
- Statistical Analysis: Hypothesis Testing, A/B Testing, Bayesian Statistics
- Data Engineering: ETL Pipelines, Data Warehousing, Feature Engineering
- Tools: Docker, Kubernetes, MLflow, Kubeflow, Airflow
- Cloud Platforms: AWS (SageMaker, EC2, S3, Lambda), GCP (Vertex AI, BigQuery), Azure (ML Studio)
- Model Serving: FastAPI, Flask, TensorFlow Serving, ONNX
- Apache Spark, Hadoop, Kafka, Databricks, Snowflake
- Git, GitHub, GitLab, DVC (Data Version Control)
- ✅ End-to-end ML pipeline development and optimization
- ✅ Large-scale model training and distributed computing
- ✅ Production ML system design and architecture
- ✅ AI model performance optimization and monitoring
- ✅ Cross-functional collaboration with engineering and product teams
- ✅ Mentoring junior data scientists and engineers
- ✅ Research and implementation of state-of-the-art ML techniques
- Large Language Models (LLMs) and Generative AI
- Advanced MLOps practices and AutoML
- Edge AI and model optimization techniques
- Real-time ML systems and streaming data processing
Feel free to reach out for collaborations, opportunities, or just a chat about AI/ML!
I believe that the best ML models are not just about accuracy—they're about delivering real business value and solving actual problems!
"Data is the new oil, but AI is the refinery."