Programming & Databases
Core implementation skills for Frontend, scripting, backend logic, and data handling.
Python
C++
HTML
CSS
Shell Scripting
SQL
Linux Environment
DevOps, Cloud & Infrastructure
Automation, deployment, infrastructure provisioning, and cloud operations.
Git
GitHub Actions
Docker
Kubernetes
Terraform
CloudFormation
AWS EC2, Lambda, S3
AWS IAM, CloudWatch
HPC GPU Cluster (Slurm)
Machine Learning & Data Science
Model development, computer vision workflows, and data-focused experimentation.
PyTorch
Keras
Scikit-learn
NumPy
Pandas
OpenCV
Matplotlib
MLOps & Experiment Tracking
Reliable training runs, reproducibility, and experiment visibility.
Weights & Biases
MLflow
DVC
DagsHub
Apache Airflow