Programming
The languages I use to build models, pipelines, APIs and web front-ends.
- Python
- Java
- C
- C++
- R
- SQL
- HTML
- JavaScript
- TypeScript
- PHP
Skills
What I work with
Hover a tool to see its name, tap it for details. Tap STACK in the middle for the full list.
Skill matrix
11 skill areas
From statistics and classical ML to fine-tuned LLMs, agents and the networks they run on.
AI / Machine Learning
End-to-end supervised and unsupervised modelling, from validation to deployment.
- Deep Learning
- Classification
- Regression
- Clustering
- Model Selection
- Cross-Validation
- Hyperparameter Tuning
- Imbalanced Data
- Anomaly Detection
- Model Deployment
LLMs & Agentic AI
Fine-tuning, retrieval and multi-agent orchestration for language-model products.
- Fine-Tuning (LoRA/QLoRA)
- NLP
- LLMs
- RAG
- Agentic AI
- LangChain
- LangGraph
- CrewAI
- AutoGen
- BeeAI
Frameworks
Libraries I reach for to train, adapt, protect and serve models.
- PyTorch
- Keras
- TensorFlow
- Hugging Face Transformers
- PEFT
- Scikit-Learn
- Opacus
- FastAPI
- Streamlit
Quantum ML
Exploring hybrid quantum–classical models and variational circuits.
- PennyLane
- Qiskit
Data & Databases
Relational, document, graph and vector stores, plus distributed storage.
- MySQL
- Oracle SQL
- PostgreSQL
- Firebase
- MongoDB
- Neo4j
- Pinecone
- Qdrant
- HDFS
MLOps & Cloud
Packaging, versioning and shipping models and dashboards to production.
- Docker
- Git/GitHub
- MLOps
- AWS
- Azure
- REST APIs
- Power BI
Statistics & Math
The statistical toolkit behind experiments, forecasts and features.
- Hypothesis & A/B Testing
- Advanced Probability
- Time Series
- PCA
- Clustering
- Descriptive & Inferential Statistics
- Feature Engineering
Networking & Security
Field experience deploying fiber networks and securing campus infrastructure.
- Fiber network migration (NRO–PM)
- Campus network architecture
- Endpoint security (EPP/EDR/EVM)
- Kali Linux
- Virtualization
Methodology
How I plan, track and document work in a team.
- UML
- Agile (Scrum)
- Process Improvement
- KPI Tracking
- Technical Documentation
Soft Skills
How I work with people and keep projects moving.
- Leadership
- Time Management
- Teamwork
- Critical Thinking