{ ; ]


  [sys.agent]
  +------------------+
  | mode: active     |
  | core: neural     |
  +------------------+

{ active: true, sys: "ai" };

/ Software & AI Engineer

Hi, I’m Elie Muluke

{ 3+ Years Backend, Applied AI (MSc) }

By day, I build software and AI for a living. By night, I experiment with tech by building side projects and write about it on here.


  +---+---+---+---+
  | Q | W | E | R |
  +---+---+---+---+
  | A | S | D | F |
  +---+---+---+---+

const matrix = [Row A..E];

/ PORTFOLIO

Selected {work}

Explore projects where I've delivered measurable business impact through scalable technical solutions.

Big-Data Population Risk Segmentation Engine

Supervised classification and unsupervised clustering applied to an extensive public health dataset containing over a quarter-million profiles.

EHR Data Imprinted250,000+ Profiles

Algorithms Evaluated5 Methods

PythonScikit-LearnXGBoostSHAPPandas

source code

Computer Vision Sign Language Recognition

Deep Convolutional Neural Network designed for high-accuracy static gesture classification, benchmarked against classical machine learning baselines.

Baseline Classifier Accuracy81.64%

Deep CNN Validation Accuracy99.26%

Explainable AI FrameworksSHAP & Grad-CAM

PythonPyTorchCNNGrad-CAM

source code

Multi-Agent KYC/AML Compliance Pipeline

Advanced multi-agent LLM workflow and RAG framework engineered for automated regulatory compliance screening and auditable decision logging.

Specialized LLM Agents5

Audit Compliance MetricsZero-Black-Box

EvaluationLatency & Hallucination

PythonRAGLangGraphLangChain

source code

SISBE-RDC

National forest-monitoring tool built for the DRC's Ministry of Environment (MEDD) under the GIZ/BGF development initiative.

Regional Checkpoints Deployed2 Provinces

Functional Core Modules8 Sub-systems

React.jsTypeScriptNestJSDockerGitHub Actions

see live

Kikapu App - Multi-Merchant Marketplace

Architectural leadership and core backend delivery for a multi-merchant e-commerce engine as co-founder and lead engineer.

Daily active users5K+

API endpoints delivered40+

ExpressJSTypeScriptMongoDB

University Administration Platform

Full-scale administration system managing student records, course enrollment, and faculty operations for 10,000+ students across multiple faculties.

Students served10K+

Response time improvement40%

Legacy systems replaced6

JavaSpring BootMicroservicesPostgreSQLDockerAzure DevOps

/ EXPERIENCE

Work {history}

Building backend systems in production

▢

Apr 2024 - Sept 2025•Bukavu, DRC · Hybrid

Software Engineer & Webmaster

Université Évangélique en Afrique

■Delivered administration tools serving 5,000+ students across 5 faculties by building Spring Boot microservices over PostgreSQL
■Maintained backend server infrastructure for availability and operational reliability across 5 services
■Partnered with faculty and administrative stakeholders to scope requirements and deliver backend features

Java SpringbootPHPPostgresDockerLinux Server configuration and Management

▢

Oct 2023 - 2024•Nairobi, Kenya · Hybrid

Co-founder & Lead Backend Engineer

Kikapu App

■Improved efficiency by 20% on a multi-merchant marketplace backend by query optimisation
■Shipped 30+ REST API endpoints by designing a modular-monolith backend in TypeScript/Express
■Led code reviews and mentored intern developers, raising engineering standards across the team

Express.jsTypescriptMongoDBE-Wallet and Mpesa IntegrationFirebase Cloud Messaging (FCM) Integration

▢

May 2022 - Jan 2023•Hybrid

Software Engineer Intern

Digital Vision East Africa

■Achieved sub-300ms response times on distributed authentication and user-management microservices built on Node/Express
■Migrated 4 modules from a monolithic architecture to microservices
■Built frontend, backend, and Jenkins CI components of a full-stack property-management platform

React.js and ReduxPHP & CodeIgniterNodeJS & ExpressTypescript

;

{ stack: "full-stack" }

/ STACK

Tools & {tech}

Tools and languages I use to build systems

Backend & Systems

▪React.js
▪Javascript ES6+
▪TypeScript
▪Java (Spring Boot)

AI/ML

▪Langchain & Langgraph
▪Python
▪PyTorch
▪Scikit-Learn

Cloud & DevOps

▪Docker
▪CI/CD

Mobile

▪Flutter


  🤖 [bot.sys]
  +----------+
  | [o]  [o] |
  |   \__/   |
  +----------+

[ robot.status: online ]

/ ABOUT-ME

The Story So Far

{ Location: UK, Focus: Software & AI Engineering }

I have been designing, building, and optimising management and monitoring software for the Fintech, Education and Environment industries. It was solid, fulfilling work, but I wanted to conquer even higher spaces, so I decided to pursue AI.

I decided to pursue an MSc in Applied AI at the University of Warwick. During my time there, I realised that AI is not an isolated science. It is a powerful component that could be used on top of existing software layers to make software and its application broader and more useful.

Right now, I focus on reliable and traceable single- and multi- agent systems. Simply put, I build AI agents that run more reliably and won’t break in the middle of a workflow without telling you what went wrong and when.

In my free time, I nerd about tech gadgets and setups, do sports, and get lost in MMORPG Game Worlds.

[ CURRENT MISSION ]

“Looking for Software & AI Engineering roles and interesting consulting projects.”

github linkedin

/ CONTACT

Let's [work] together

If you're building something interesting and need someone who gets both engineering and AI, let's talk.