Samuel Jaja
ML/GenAI Engineer | RAG Systems & LLM Fine-tuning
AWS Certified AI Practitioner specializing in production GenAI systems, retrieval-augmented generation, and serverless cloud architectures. Building intelligent AI solutions for banking and regulatory compliance.
Featured Projects
StructureGPT - RAG System for Building Regulations
Fine-tuned LLaMA-3.1-8b using LoRA and 8-bit quantization for UK Building Regulations compliance. Deployed to production on Hugging Face L4-GPU at $0.8/active hour with RAGAS evaluation.
AI Digital Twin - Production Serverless Architecture
Built full-stack production AI system using serverless AWS (Lambda, API Gateway, Bedrock, CloudFront). Achieved <200ms global response times with Terraform IaC and automated CI/CD.
MCP-Agentic-TraderNet
Autonomous multi-agent trading system with real-time market data integration, AI research tools, and strategy memory for acting on trading opportunities.
RAG Document QA System
Production-grade document question-answering system using AWS Bedrock and LangChain for intelligent document retrieval and analysis.
About Me
Experience
R&D Software Engineer
CypherCrescent | Jan 2022 - Dec 2024
Developed enterprise-grade backend services with 40% cost savings. Enabled 70% platform growth through efficient architectures.
Production Assistant
Cranswick Convenience Foods | Aug 2024 - Present
UK workplace experience ensuring data accuracy and compliance.
Education & Certifications
MSc. AI & Data Science (Distinction)
University of Hull, UK
Bachelor of Engineering
University of Port Harcourt, Nigeria
Certifications:
- AWS Certified AI Practitioner
- AWS ML Specialty (85% complete)
- Databricks Fundamentals