What I Know
Skills & expertise
A versatile toolkit spanning Generative AI & Machine Learning, quality engineering from my time at Nokia, and cloud-native DevOps.
AI & Generative AI
Designing multi-agent RAG systems and LLM-powered pipelines — the focus of my 10/10 thesis.
Generative AI
RAG
Multi-Agent Systems
LangGraph
MCP
LLMs
Machine Learning
Hands-on ML engineering — from-scratch NumPy implementations, PyTorch training pipelines, and model benchmarking.
PyTorch
NumPy
Computer Vision
Transformers
Neural Networks
Graph ML
Programming
Writing clean, efficient code to automate and solve complex problems.
Python
Java
Bash
SQL
DevOps & Cloud
Building and maintaining scalable, containerized cloud infrastructure.
Docker
Kubernetes
Ansible
Linux
QA & Testing
End-to-end quality assurance from strategy to automated execution.
Robot Framework
Test Automation
API Testing
CI/CD & Pipelines
Integrating automated quality gates into modern delivery pipelines.
Jenkins
GitLab CI
Git