Technical Stack
Tools and technologies I use to build production ML systems
Languages
Python
SQL
Bash
Machine Learning & Deep Learning
PyTorch
TensorFlow
scikit-learn
XGBoost
LightGBM
Hugging Face Transformers
OpenAI API
LangChain
LlamaIndex
MLOps & Experiment Tracking
MLflow
Weights & Biases
Data Engineering & Processing
Pandas
NumPy
Cloud Platforms
AWS SageMaker
AWS Lambda
AWS EC2
AWS S3
AWS Bedrock
Azure ML
Databases
PostgreSQL
MongoDB
Containerization
Docker
APIs & Backend
FastAPI
Flask
REST APIs
Frontend
React
Next.js
Tailwind CSS
HTML/CSS
Version Control
Git
GitHub
GitLab
Visualization & Analysis
Matplotlib
Seaborn
Plotly
Forecasting & Time Series
Prophet
ARIMA
SARIMA
statsmodels
Darts
AI & LLM Tools
Prompt Engineering
RAG Pipelines
Fine-tuning (LoRA, QLoRA)
Vector Databases
Embedding Models
Agent Frameworks
Other Tools
Linux
Jupyter
VS Code
Cursor
LaTeX
Expert
Advanced
Proficient
Intermediate
54 tools across 14 categories