I build intelligent systems that combine robust machine learning foundations with practical LLM engineering.
AI & ML
Python, Transformers, LLM Engineering, Prompt Design, LangChain-style agents, Model Evaluation, Embeddings, RAG
System & Workflow Integration
Automation, Cybersecurity Decision Support, Enterprise Document Pipelines
Data Tools
Web Scraping (BeautifulSoup, Requests), Pandas, API design, Data Modeling
Design & Interaction
Human-Computer Interaction, UX for AI Systems, Interface Logic for Intelligent Systems
I want to contribute to building intelligent systems that move beyond the transformer paradigm.
Current LLMs are powerful, but scaling alone can’t solve their limitations in:
- long-term memory
- consistent reasoning
- representational flexibility
- architectural interpretability
My goal is to explore architectures with different inductive biases — models capable of new forms of reasoning and intelligence that current methods cannot reach.
Email: ucheorjins@gmail.com
Alternate Email: uchechukwuekpendu@gmail.com
X: ucheorjins
Portfolio: (Coming soon)
I’m currently preparing for the EMAI Master’s Programme — focusing on Intelligent Decision-Making and the future of alternative AI architectures.
If you’re working on systems, LLMs, or post-transformer research, I’d love to connect.