Skills

👨‍💻 Programming Languages

• Python, SQL, Bash, Java, JavaScript

📦 Libraries & Frameworks

• Machine Learning & Deep Learning: Scikit-learn, TensorFlow, Keras
• Data Analysis & Visualization: NumPy, Pandas, Matplotlib, Seaborn
• Web & APIs: FastAPI, Flask

☁️ Cloud & DevOps

• AWS Stack: EC2, S3, Lambda, SageMaker, Bedrock, CloudWatch, IAM, CLI, CDK
• Docker, GitHub Actions, Terraform
• Linux, Git

📊 Experimentation & MLOps Tools

• MLflow, DVC, DagsHub
• GitHub Actions (CI/CD), Docker, AWS ECR

🧰 Databases

• MongoDB, MySQL, PostgreSQL, SQLite

🧠 Domains & Interests

• Machine Learning, Deep Learning
• MLOps & Model Deployment
• Research Automation & Paper Reproducibility
• Infra-as-Code (IaC), Cloud-Native ML Architectures
• Image Classification & Medical Imaging
• Transfer Learning, Hyperparameter Optimization (Bayesian, PBT)

💡 Additional Strengths

• Modular Project Structuring & Custom Internal Packaging
• Cross-validation, Model Calibration (MC Dropout, Temp Scaling)
• Production-Grade AWS Deployments (FastAPI, Lambda, S3+CloudFront)
• Technical Blogging, Open-Source Contributions