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spaceOfGoodStories User

@spaceofgoodstoriesus

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Machine learning specialist and web developer building predictive, multi-agent solutions.

Rwanda

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What I'm looking for

I seek roles building production AI and web solutions, with opportunities to lead integration projects, mentor teams, and influence ethical AI policy.

I am a detail-oriented machine learning specialist and web application developer with a strong foundation in computer and electronics engineering, focused on building predictive models and multi-agent systems to improve decision-making.

I have over five years of web development experience using JavaScript, HTML, and CSS, and a track record of designing AI-driven products such as multi-agent chatbots, RAG-based assistants, and domain-specific tools for healthcare, legal, and procurement contexts.

My career includes leadership and research roles where I formulated AI solutions, developed and validated machine learning prototypes, contributed to national AI policy work, and delivered production web and mobile applications used across multiple countries.

Experience

Work history, roles, and key accomplishments

Current

Digital Solutions Lead

Current

Evolve LTD

Oct 2025 - Present (3 months)

Leads digital solutions and AI integration initiatives, designing and deploying web apps and multi-agent AI systems to improve decision-making and service delivery.

RAG Agentic Systems JavaScript Python Web Development Machine Learning

Current

Web App / Predictive Model Developer

Current

Freelancing

Nov 2018 - Present (7 years 2 months)

Designs and implements web applications and AI-driven multi-agent chatbots (e.g., Public Procurement Companion, AI Legal Companion, HIV Guideline Chatbot) using RAG and CrewAI to deliver domain-specific assistance.

RAG JavaScript Python Chatbot Development Machine Learning web app development Crew AI

Researcher Analyst, AI Initiatives

Rwanda Utilities Regulatory Authority

Jul 2019 - Oct 2022 (3 years 3 months)

Formulated AI solutions, developed and validated machine learning prototypes, and contributed to national AI platforms and initiatives to address regulatory and sector challenges.

AI Strategy Machine Learning Prototyping Data Analysis Policy Contribution scikit learn Model Evaluation Stakeholder Engagement

Information Application Analyst

Rwanda Utilities Regulatory Authority

Sep 2016 - Jun 2019 (2 years 9 months)

Identified and recommended new applications and technologies, coordinated standards for secure computer applications, and supported ICT policy and cybersecurity collaborations with national institutions.

Technology Policy Market Research SQL Systems Design

Application Developer

Energy Utility Corporation Limited

Aug 2015 - Aug 2016 (1 year)

Planned and optimized software systems, designed and customized technical solutions to meet user needs, and developed new applications to improve operational workflows.

JavaScript Java MySQL Systems Design Application Development Apache Tomcat Database Design Optimization Software

Application Analyst

Energy and Water Sanitation Authority

Jul 2012 - Jul 2015 (3 years)

Evaluated business system options, designed technical and logical software systems, and customized applications to align IT solutions with organizational requirements.

Business Systems Analysis Software Design Requirements Gathering SQL Database Management

Billing Controller

ELECTROGAZ

Jan 2008 - Jul 2012 (4 years 6 months)

Oversaw billing operations across branches, produced monthly and annual billing reports, and implemented measures to reduce billing errors and improve reporting accuracy.

Billing Management Reporting Data Analysis Process Improvement Excel