AI Engineering Toolkit
5+ years Building Intelligent Systems
From LLM integration and agent orchestration to full-stack infrastructure — the complete stack I use to build AI-native products.
AI & Intelligence Systems
Designing and shipping AI-native systems — from LLM integration and multi-agent orchestration to RAG pipelines, context management, and production inference. This is the layer where intelligence lives.
LLM Integration
OpenAI, Anthropic, Gemini — wiring models into real products.
Prompt Engineering
Structured prompting, chain-of-thought, few-shot, and system prompt design.
Agent Orchestration
Building autonomous multi-agent systems that plan, route, and execute.
Context & Memory Management
Long-context strategies, sliding windows, summarisation memory, episodic stores.
RAG Systems
Retrieval-Augmented Generation pipelines for grounded, accurate responses.
LangChain & LangGraph
Composable agent graphs, tool calling, and stateful workflow DAGs.
Vector Databases
Pinecone, ChromaDB, pgvector — embedding storage and semantic search.
AI Evaluation & Evals
Designing eval suites to measure accuracy, hallucination, and latency.
Frontend Arsenal
Forging responsive, interactive UIs that users actually enjoy. My canvas is the browser, my brushes are modern frameworks.
React
Component-based magic.
Next.js
Full-stack React powerhouse.
TypeScript
Making JavaScript behave.
JavaScript (ESNext)
The OG web language.
TailwindCSS
Utility-first styling bliss.
Angular
Enterprise-grade structures.
HTML5 & CSS3
The bedrock of the web.
Backend Command Center
Engineering scalable server-side logic, robust APIs, and resilient system architectures. Keeping the digital gears turning smoothly.
Node.js
Async JavaScript on the server.
Express.js
Minimalist Node.js framework.
Spring Boot
Java's answer to rapid development.
Kotlin
Modern JVM language.
RESTful APIs
Designing clean data exchange.
GraphQL
Querying data efficiently.
Data Strongholds & Pipelines
Orchestrating data with modern databases, ensuring integrity, performance, and efficient storage solutions. Data is the new oil, after all.
PostgreSQL
The world's most advanced open source RDBMS.
MongoDB
Flexible NoSQL document store.
Firebase Suite
Realtime DB, Auth, Functions.
Prisma ORM
Next-gen Node.js & TypeScript ORM.
TypeORM
Mature TypeScript ORM.
Mobile Ops Unit
Deploying cross-platform mobile applications with native-like performance and feel. Apps that fit in your pocket, but pack a punch.
React Native
Building native apps with React.
Flutter
Google's UI toolkit for beautiful apps.
Expo Go
Rapid React Native development.
iOS (Swift Basics)
Venturing into Apple's ecosystem.
Cloud & DevOps Command
Automating deployments, orchestrating cloud infrastructure, and ensuring smooth CI/CD pipelines. Keeping the servers happy and the code flowing.
AWS (EC2, S3, Lambda)
Amazon's cloud playground.
Docker
Containerizing all the things!
Git & GitHub Actions
Version control & CI/CD mastery.
Terraform (Basics)
Infrastructure as Code.
Design & Dev Toolkit
From pixel-perfect mockups to efficient development workflows. The right tools for the right job, wielded with precision.
Figma
Collaborative interface design.
VS Code
My digital Swiss Army knife.
Postman
API testing and exploration.
Webpack/Vite
Modern module bundling.
Currently Leveling Up
Always pushing new commits to my knowledge base. Current R&D pipeline:
Multi-Agent Systems (CrewAI / AutoGen)
Designing collaborative agent crews with specialised roles, shared memory, and task delegation at scale.
Fine-tuning & RLHF
Adapting foundation models on domain-specific data. Moving beyond prompts into model-level customisation.
AI Infrastructure & MLOps
Inference serving, model versioning, latency optimisation, and monitoring for production AI systems.
Agentic Browser & Tool Use
Building agents that browse, execute code, call APIs, and act in the world with tool-use frameworks.
Got a Challenge? I'm Ready to Deploy!
My skills are compiled and optimized. Let's discuss how I can contribute to your next mission.