Programming & Frameworks
- Languages: Rust, Python, JavaScript, TypeScript, Go
- Frameworks: Axum, Tokio, Express.js, React.js, Flask
Summary
Results-driven Rust Engineer and ML Researcher with deep expertise in systems programming, AI agent orchestration, and compiler infrastructure (MLIR · LLVM). Skilled in designing and deploying advanced AI architectures — including Transformers, GANs, Mixture-of-Experts (MoE), Graph Neural Networks (GNN), CNNs, and RNNs — and in model serialization/portability via ONNX. Demonstrated success building high-performance backend services, AI-powered applications, and scalable infrastructure. Co-founder of the Rust Cameroon Community and a committed mentor driving technology adoption across Central Africa.
Skills
AI & Machine Learning
- Architectures: Transformers, GANs, Mixture-of-Experts (MoE), Graph Neural Networks (GNN), CNNs, RNNs
- Tooling: PyTorch, ONNX (model export & inference), LangChain, LlamaIndex, RAG Systems, Vector Embeddings, MCP
- LLMs: Development, fine-tuning, deployment, and agentic orchestration
Compiler & IR Optimization
- MLIR (Multi-Level Intermediate Representation) dialect design & lowering passes
- LLVM backend optimization and code generation
- IR analysis & transformation for ML workloads
- ONNX graph optimization for edge & server inference
Databases
- Vector: Pinecone, Chroma, Weaviate
- Graph: Neo4j, Amazon Neptune
- Relational/NoSQL: PostgreSQL, MongoDB, MySQL
DevOps & Infrastructure
- Docker, Terraform, Kubernetes, AWS, CI/CD, Infrastructure as Code
Security & Protocols
- DIDComm, OAuth2, Encryption, Identity Management, Protocol Design
Frontend
- React.js, TypeScript, Redux, TailwindCSS, Bootstrap
Other
- Systems Programming, WebAssembly, Microservices, RESTful APIs, Performance Optimization
Professional Experience
Senior Rust Systems Developer
- Architected and developed secure Rust communication protocols, achieving robust encryption and data integrity for decentralized identity systems.
- Integrated advanced cryptographic libraries and optimized serialization/deserialization, improving system efficiency by 30%.
- Led code reviews and peer programming, maintaining 95%+ code coverage and high-quality standards.
- Built production-ready identity and authentication systems, processing thousands of secure transactions monthly.
Key Projects:
- DIDComm Mediator: Rust implementation of decentralized identity communication
- German EID Server: Secure electronic identity verification
- OAuth Status List Server: Credential status management
Infrastructure Developer
- Developed reusable Terraform modules, reducing cloud deployment time by 40%.
- Implemented CI/CD pipelines and automated security audits, increasing deployment reliability and compliance.
- Automated configuration testing, resulting in a 25% reduction in infrastructure-related incidents.
- Integrated Rust applications with cloud infrastructure for scalable, high-performance deployments.
AI Engineer & Backend Developer
- Built MCP (Model Context Protocol) client for VSCode, automating AI workflows and boosting developer productivity.
- Developed advanced RAG systems for intelligent document processing, improving knowledge retrieval accuracy by 35%.
- Integrated LLMs into financial applications, enabling real-time analysis and personalized recommendations.
- Engineered secure, AI-powered financial features (account transfers, payments, investments) with robust encryption and authentication.
- Utilized JavaScript, React, and Node.js/Express.js to deliver modern, maintainable solutions.
Fullstack Developer
- Designed and implemented web scraping interfaces and dynamic chart rendering, streamlining data analysis for end-users.
- Built Python backend APIs with Flask for automated group generation and data processing.
- Developed responsive, tested frontends, enhancing user experience and reliability.
Projects
- DIDComm Mediator: Led the design and implementation of a decentralized identity communication protocol in Rust, enabling secure, scalable messaging for digital identity systems.
- German EID Server: Developed a high-security server for electronic identity verification, supporting government-grade authentication.
- OAuth Status List Server: Built a credential status management system following OAuth specifications, ensuring real-time credential validation.
- MCP Client for VSCode: Created an AI workflow automation tool, integrating LLMs into developer environments for seamless productivity.
- Advanced RAG Systems: Engineered retrieval-augmented generation systems, significantly improving document search and knowledge extraction.
Education & Certifications
- Cloud and Software Engineering Training 2023 – 2024
- G.C.E Advanced Level Certificate 2022 – 2023
- JSE Certified Entry-Level JavaScript Programmer 2024
- Linux Professional Institute Certification 101 & 102 2023
Leadership & Community Impact
Co-Founder & Leader, Rust Cameroon Community 2024 – Present
- Co-founded and lead the Rust Cameroon Community, growing membership to 100+ developers within the first year.
- Organized 10+ workshops and meetups, directly training over 200 participants in Rust and modern systems programming.
- Mentored emerging Rust developers, with several mentees contributing to open-source projects and securing tech roles.
- Fostered partnerships with local universities and tech hubs to promote Rust adoption and knowledge sharing.
- Community LinkedIn
Achievements
- Delivered multiple production-grade Rust systems for identity and security, supporting thousands of users.
- Designed and implemented AI agentic pipelines orchestrating multiple LLMs, tools, and memory systems for real-world automation tasks.
- Applied deep expertise across all major neural network paradigms — Transformers (attention, multi-head, ViT), GANs, MoE, GNNs, CNNs, and RNNs — in research and production settings.
- Exported and optimized ML models to ONNX format, enabling cross-platform and edge deployment with measurable latency improvements.
- Worked on MLIR/LLVM-based IR optimization passes to accelerate ML workload compilation and code generation.
- Built and deployed advanced AI systems, including RAG architectures and LLM integration workflows, improving client outcomes by up to 35%.
- Architected and implemented vector database solutions for semantic search and knowledge management.
- Built scalable, secure infrastructure using modern DevOps practices and Infrastructure as Code.
Contact
- Email: yemelechristian2@gmail.com
- LinkedIn: linkedin.com/in/christianyemele
- GitHub: github.com/christianyemele
- Website: christianyemele.dev
- Phone: +237 654 98 83 22