AI|ML Engineer | Backend Engineer
I build intelligent, production-ready systems using Machine Learning, Generative AI, Python, FastAPI, and cloud technologies.
Python → AI Agents → LLMs → n8n → AWS → Docker → REST APIs
About Me
I'm an AI/ML Engineer and Backend Engineer focused on building intelligent applications
that solve real-world problems.
My experience spans Machine Learning, Deep Learning, Generative AI, RAG systems, AI
Agents, Backend Engineering, Workflow Automation, and Cloud Deployment.
I build with Python, PyTorch, Scikit-learn, FastAPI, PostgreSQL, LLMs, vector databases,
Docker, AWS, and n8n.
What I Do
- Build production-ready AI-powered applications
- Develop and deploy Machine Learning and Deep Learning models
- Build Generative AI and LLM-powered applications
- Design RAG systems and AI agents
- Build scalable Backend APIs and services
- Automate business processes using AI agents, n8n, webhooks, and APIs
- Deploy and manage cloud-based applications and AI services
Core Expertise
- Artificial Intelligence: Machine Learning → Deep Learning → Generative AI → LLM Applications → AI Agents
- AI Systems: RAG → Vector Embeddings → Semantic Search → Prompt Engineering → AI Workflows
- Backend Engineering: REST APIs → FastAPI → PostgreSQL → SQLAlchemy → API Integration
- Automation: n8n → Workflow Automation → Webhooks → Third-Party API Integration
- Cloud & DevOps: AWS → Docker → GitHub Actions → Nginx → Kubernetes
Stacks/Languages
- Python → JavaScript → PHP → SQL
AI/ML Technologies
- PyTorch → Scikit-learn → TensorFlow → Keras → Pandas → NumPy
Generative AI & AI Tools
- OpenAI API → OpenRouter → LLMs → LangChain → LangGraph → RAG → Vector Embeddings → AI Agents
Backend & Infrastructure
- FastAPI → REST APIs → PostgreSQL → SQLAlchemy → Alembic → Docker → AWS → Nginx → Kubernetes → GitHub Actions
Experience
Orinoco Global
FULL STACK PHP DEVELOPER
Sep 2021 - Oct 2022
- Led frontend and backend development using Laravel, PHP, JavaScript, and MySQL, building web applications and backend services from the ground up.
- Designed and maintained relational databases using MySQL and Laravel migrations, supporting data integrity and application reporting.
- Collaborated with engineers, designers, and project managers using Git and Agile development practices to deliver and maintain production web applications.
Orinoco Global
SITE RELIABILITY ENGINEER(SRE)
Oct 2022 - Aug 2023
- Built and maintained automated CI/CD pipelines using GitHub Actions, integrating continuous delivery workflows into product development.
- Optimized system performance, proactively resolved incidents, and improved platform reliability and service availability.
- Spearheaded Infrastructure as Code (IaC) practices for consistent environment provisioning and reduced configuration drift.
- Deployed and managed containerized services using Docker and Kubernetes, supporting application scalability and resilience.
ADALTech
AI & MLOps ENGINEER
Sep 2023 - Oct 2024
- Designed and deployed AI-powered applications incorporating LLMs, RAG pipelines, AI agents, vector embeddings and external AI APIs.
- Built and deployed Python-based AI services using FastAPI, Docker, Uvicorn and AWS, integrating backend APIs with AI/ML workflows.
- Developed automated AI workflows and backend services integrating LLMs, databases, APIs and asynchronous processing to support intelligent business applications.
LOCTECH
AI/ML & BACKEND ENGINEER
Nov 2024 - Present
- Designed and developed end-to-end AI applications using Python, PyTorch, vector embeddings, and feature-engineering pipelines, enabling intelligent automation and data-driven decision-making.
- Built scalable RESTful APIs with Python and FastAPI, integrating machine learning models, LLMs, databases, and third-party APIs to deliver AI-driven backend services.
- Developed RAG and vector-search systems using document processing, embeddings, vector databases, and LLMs to enable context-aware question answering over domain-specific knowledge.
- Designed and automated business workflows using n8n, AI agents, webhooks, and third-party API integrations, reducing repetitive manual processes and improving operational efficiency.
- Designed backend architectures using FastAPI, PostgreSQL, SQLAlchemy, and Alembic, and containerized and deployed AI applications using Docker, AWS, and Nginx.
Education
University of Jos
B.Sc in Computer Science
2017-2021
With a strong interest in technology and problem-solving, and often involve working with computers, understanding their functions, and creating new softwares or applications
NIIT
Professional Diploma in I.T(Software Engineering)
2022
Prepared for roles that involve designing, coding, testing, and managing quality-measured software systems. Able to develop solutions that are dependable, secure, reliable, and adhere to user requirements.
Cavendish University Uganda
Humanities
2023-2024
Enhances critical thinking, communication, and problem-solving skills, which are highly valued by employers. These skills are essential for navigating the complex and rapidly changing world and workplace. They are not just an optional luxury but a necessity for a balanced and informed society.
AI Technologies
Professional Diploma in AI & Machine Learning Engineering
2025-2026
Recent Works
Here are some of my favorite projects I have done lately. Feel free to check them out.
-
KNOWLEDGEHUB - ENTERPRISE AI KNOWLEDGE PLATFORM
Multi-tenant AI knowledge platform enabling organizations to securely manage and query internal knowledge using RAG and LLM-powered semantic search.
Python FastAPI PostgreSQL RAG LLMs Vector Search -
ENTERPRISE RAG & SEMANTIC SEARCH SYSTEM
End-to-end document question-answering system combining document ingestion, embeddings, vector search, and LLM-generated responses.
Python RAG Pinecone Embeddings LLMs -
TREND INTELLIGENCE API
Python/FastAPI backend service for processing and exposing data-driven intelligence capabilities through APIs.
Python FastAPI REST API Docker -
SOCCER PREDICTION MODEL
Machine-learning prediction system for soccer match outcomes using historical match and team-performance data, automated inference, retraining, and notification workflows.
Python PyTorch Docker Machine Learning Telegram API -
AI VIDEO GENERATION AUTOMATION
Automated Generative AI pipeline that transforms content ideas into video assets through orchestrated LLM, image-generation, and video-generation services.
n8n LLMs AI APIs Automation
Get In Touch
I'll love to hear from you.
Do you have a question or want to chat about new ideas, business or startups? — shoot me a
message.