Technical Stack
A Generative AI and ML engineer who has shipped real systems from RAG and LLM fine-tuning through MLOps and the work of making things actually fast in production.
Technical Skills
LANGUAGES
FRAMEWORKS & LIBRARIES
LangChain
LangGraph
Hugging Face
TOOLS & PLATFORMS
Domain Expertise
Generative AI
- RAG Pipelines
- LLM Orchestration
- Prompt Engineering
- Fine-Tuning (LoRA)
- Vector Databases
- Embeddings
- Chunking Strategies
- Reranking
- Context Management
- Token Optimisation
- Citation Extraction
- Multimodal AI
Agentic AI
- LangGraph
- Multi-Agent Systems
- Tool Calling
- ReAct Pattern
- Memory Management
- State Machines
- AutoGen
- CrewAI
- Agent Orchestration
- Planning & Reflection
Deep Learning
- Transformers
- Attention Mechanisms
- BERT / GPT Architecture
- Transfer Learning
- LoRA / PEFT
- CNNs
- RNNs / LSTMs
- Sequence Models
Machine Learning
- Supervised Learning
- Unsupervised Learning
- Feature Engineering
- Ensemble Methods
- Cross-Validation
- Model Evaluation
- Pipeline Design
- Hyperparameter Tuning
MLOps & Infrastructure
- Model Serving (FastAPI)
- Azure ML
- CI/CD Pipelines
- Containerisation
- Latency Optimisation
- Observability (Kibana)
- Async Python
- Production Deployment
NLP & Text Processing
- Text Classification
- Named Entity Recognition
- Semantic Search
- Document Parsing
- Summarisation
- Question Answering
- Information Extraction
- Text Chunking
Completed Courses
Machine Learning Specialization
Professional Certificate covering ML fundamentals, advanced architectures, and how to put models into real use.
Deep Learning Specialization
A full run through deep learning — from neural networks and sequence models to attention and Transformers.
Mathematics for Machine Learning and Data Science
The maths behind ML and data science — linear algebra, calculus, probability, and statistics, with the why and not just the how.
Probability & Statistics for Machine Learning & Data Science
A deep dive into probability and the statistical methods you actually need for ML and data science work.
Data Science
A full data science program covering data wrangling, exploring data, machine learning, and bringing it all together with visuals.
Tableau Desktop 10 Qualified Associate
Certification confirming hands-on skill with Tableau Desktop — building visuals, dashboards, and the analytics that go with them.
AI for Everyone
A non-technical walk through what AI can and cannot do, how to think about strategy, and where it touches society — built for the gap between AI folks and business folks.