AI Integration
Seamless AI Integration with Langchain and Hugging Face
Systems Orchestrator

The Bridge Between Infrastructure Resilience
& Intelligent Automation.

With over 15 years of technical experience, I specialize in the end-to-end orchestration of resilient digital systems. My career is defined by driving operational continuity within high-stakes environments—from JHPIEGO and Sabot Zambia to provincial-scale health tech deployments for the Institute for Health Measurement (IHM - Southern Africa).

The Foundation

Professional Journey

I believe technology should empower, not complicate, my core focus since 2016 has been Electronic Health Records (EHR) data management, evolving into full-scale infrastructure maintenance and critical deployments within the Zambian health sector by 2020. With a robust background as an IT Officer at the Institute for Health Measurement (IHM), I have spent the last several years at the forefront of Zambia’s digital health transformation. My work has been defined by the successful deployment and management of the SmartCare Electronic Health Record (EHR) system across the Southern Province, ensuring that critical health data remains accessible, secure, and reliable.

My expertise lies in orchestrating complex end-to-end system deployments, from the physical setup of Local Area Networks (LAN) and hardware installation to the sophisticated configuration of network protocols.

Beyond the technical hardware, I am a firm believer in human-centric IT. I have trained numerous healthcare professionals on new digital systems, identifying "system champions" within facilities to ensure long-term sustainability and user adoption.

My experience managing these large-scale legacy systems in the health sector is what now drives my passion for building modern, AI-integrated solutions that are both resilient and user-friendly.

Portfolio Architecture

I built this portfolio to demonstrate a modern, AI-integrated architecture using a hybrid stack:

Next.js & Tailwind: Responsive frontend logic and styling.
FastAPI: Robust Python framework for backend logic.
LangChain: AI orchestration connecting LLMs to data.
PostgreSQL & Pinecone: Structured data & vector memory.

The Vision

Today, as a Freelance IT Consultant completing my Bachelor of ICTs with Education, I offer more than just code—I deliver educational empowerment and strategic innovation. From redesigning legacy websites to building custom AI agents, my work is rooted in reliability, security, and user-centric design.

Decade of Systems Resilience

Proven track record managing national-scale health infrastructure (SmartCare), ensuring zero backlogs and critical uptime in demanding environments.

Modern AI Orchestration

Translating system reliability into modern intelligence with RAG-based AI agents and automated workflows using Python, LangChain, and FastAPI.

W3C Modern Standards
High Accessibility
Resilient Architecture
My Skills

Technical Ecosystem

A robust stack built on 6+ years of systems engineering and cutting-edge AI orchestration.

AI & Intelligence

LangChainOpenAI APILLM OrchestrationPrompt EngineeringPineconeRAG Systems

Frontend Engineering

Next.js 14/15ReactTypeScriptTailwind CSSShadcn UIFramer Motion

Backend & Systems

PythonFastAPIRESTful APIsSQLAlchemyPydanticNode.js

Data & Infrastructure

PostgreSQLPrisma ORMSystem AnalysisDatabase OptimizationGit/GitHub

Health IT Specialist

SmartCare DeploymentElectronic Health Records (EHR)Health Data StandardsIHM Systems
What I Deliver

Specialized Services

Tailored technical solutions designed to modernize operations and unlock new efficiencies.

AI Consultation Agent Creation

I will help you understand and implement AI solutions that are tailored to your specific needs, Develop intelligent chatbots and automation agents using Python, FastAPI, and LLMs to streamline workflows.

PythonLangChainAutomation
Website Design and Modernization

Transforming legacy sites into high-performance, SEO-optimized web applications with Next.js and Tailwind CSS.

Next.jsReactShadcn UI
Systems & Data Optimization

Leveraging extensive health IT background to design robust databases and optimize system performance.

PostgreSQLSystems AnalysisEHRSmartCare
Web Application Development

Full-stack Python & React solutions.

SEO-optimizedTailwind SCCTypeScript
IT Infrastructure Management

Network design & systems support.

StarlinkCISCORouters

Ready to architect
your digital future?

Currently finalizing a Bachelor of ICTs at the University of Zambia, I blend field-hardened insights with cutting-edge engineering to empower businesses through strategic digital transformation.