As I explore new technologies and frameworks,
I like to consciously think about the underlying mechanisms that make them effective for specific applications.
Primary Interests
Explainable AI (XAI), Algorithmic Fairness, Causal Inference, Distribution Shift, Concept Drift
AI/ML
Tabular Data Modeling, Time Series Classification, Dimensionality Reduction, Counterfactuals, NLP
Software Development
OOP, SOLID, System Design, Microservices, Spring Boot, REST APIs, CI/CD, Agile
Data Engineering
ETL, Docker, Kubernetes, Spark, Databricks, AWS (EC2, EMR), DigitalOcean, MySQL, MongoDB
Languages
Java, C/C++, Python, Javascript, Scala, PHP, Bash, LaTeX
ML Frameworks
Scikit-learn, NumPy, Pandas, TensorFlow, PyTorch, Keras
Frontend Web Design
NodeJS, ReactJS, HTML/CSS, Graphic Design
Misc
MATLAB, Simulink, RabbitMQ, Redis, Apache Nifi, Payment gateways