Data Scientist & Software Engineer based in Nairobi, Kenya. I build end-to-end machine learning pipelines, full-stack digital products, geo-spatial systems, and multi-tenant SaaS architectures for real-world markets.
I am in my final year of a BSc in Data Science and Analytics at Jomo Kenyatta University of Agriculture and Technology (JKUAT).
I bridge the gap between complex data pipelines and responsive, user-first software products. Beyond academia, I run Apollos Digital Solutions, a venture studio where I engineer custom tech stacks for startups, legal professionals, campaign managers, and international businesses.
Whether it's deploying fine-tuned ML classifiers, parsing highly unstructured mobile money transaction statements via automated regex patterns, or mapping demographic data visually for county campaigns, I focus on building production-grade, highly validated software.
Nairobi, Kenya
Available from: June 2026
VENTURE STUDIO
Apollos Digital Solutions
My studio acts as a full-cycle development incubator. I've designed and shipped production systems for legal services, real-time messaging, logistics mapping, automotive OCR tracking, and US financial wealth report pipelines.
Real-world market testing
Multi-tenant security (RLS)
Automated API Integrations
What I Do
Data Science & ML
Building end-to-end ML pipelines including regression analysis, hyperparameter tuning (GridSearchCV), dimensionality reduction (PCA, L1 Regularization), and cross-validation models.
Data Engineering & ETL
Designing pipelines that convert highly messy text and unstructured files (e.g. M-Pesa SMS strings, IEBC CSV registrations) into validated, query-ready database tables.
Geospatial Analytics
Creating interactive choropleth mappings and demographic analyses using GeoPandas, Folium, and Leaflet to map regional metrics and demographic trends.
Full-Stack SaaS
Developing multi-tenant web and mobile architectures using Flutter, Next.js, FastAPI, Node.js, and Supabase with strict Row-Level Security and offline sync strategies.
AI & Automation
Integrating LLMs and automation frameworks into active software workflows (e.g. OCR capturing, custom PDF generation via ReportLab, auto-calculators).
Civic Intelligence
Developing election campaign modeling algorithms, aspirant SWOT analytics platforms, and constituency-level analytics engines using raw census and voting datasets.
Technical Stack
Click a tag below to highlight the projects that use that technology!
PythonFastAPIReportLabSupabasePostgreSQLscikit-learnpandasGeoPandasLeafletFoliumPlotlyStreamlitReactTypeScriptFlutterDaraja API (M-Pesa)Next.jsZustandSocket.IOMongoDB
Featured Projects
AI & Financial RiskJuly 2026
FinLens AI
Intelligent document analysis and risk engine that automates balance sheet ingestion (Gemini 1.5 Flash), runs double-entry validations, and applies localized SSA benchmarks via RAG to predict credit default risk.
PythonFastAPIGemini AILangChainStreamlit
Data ScienceJuly 2026
Kenya Boda Boda E-Mobility Viability Engine
Built a five-component spatial data framework for battery swap network expansion, optimal placement, and PAYG default risk prediction.
PythonGeoPandasscikit-learnStreamlitFolium
Automation / FintechMay 2026
AW Client Report Portal
Automated quarterly financial report portal for a US wealth management firm, replacing a full-day manual canvas/word process with FastAPIs and ReportLab.
PythonFastAPIReportLabSQLite
Data ScienceIn Development
Kenya Electoral Analytics Engine
An analytics engine processing IEBC voter trends, youth ratios, and swing seats across 47 counties with interactive Streamlit maps.
PythonpandasGeoPandasPlotlyStreamlit
Marketplace / SaaS2026
SupaKonekt
Digital service marketplace connecting customers with local provider portfolios. Integrates Socket.IO, Daraja API subscription payments, and cron management.
ReactTypeScriptSocket.IOMongoDBDaraja API
Logistics / Open Source2026
BaseOps
Production-grade logistics PWA for fleet management. Multi-tenant Row-Level Security, Supabase Realtime updates, offline-first mutations using Dexie.js.
Next.jsTypeScriptSupabaseDexie.jsLeaflet
Political IntelActive
NyaPulse
Political intelligence tool mapping 114 Nyakach polling stations. Tri-layer scenario outcome simulators, aspirant SWOT grids, and spatial voter registration targets.
ReactZustandFastAPISupabaseLeaflet
Civic AnalyticsEarly 2026
Marsabit County Campaign Platform
Aggregated 446 polling stations dataset for gubernatorial strategy. Spatial mapping and competitive candidate metrics deployed in a custom web dashboard.
PythonpandasLeafletFastAPISupabase
SaaS / Web AppActive
GaragePulse
SaaS repair shop management workflow. Gate Pass protection, OCR number plate scanning, and automated WhatsApp quote formatting.
FastAPISupabasePythonPostgreSQL
Fintech / ETLActive
Hustler OS / Usler
Financial tracking system. Parses raw, messy unstructured M-Pesa statements via Regex patterns into database entries coupled with Power BI tracking.
FlutterPythonFastAPIRegexPower BI
Machine LearningCompleted
High-Dimensional Toxicity Pipeline
ML pipeline classifying samples. Managed curse of dimensionality (p>>n) using L1 regularization, SMOTE resampling, and GridSearchCV.
Pythonscikit-learnpandas
GeospatialCompleted
Healthcare Landscape Analysis
Mapped Kenya Master Health Facility List distributions and ownership dependencies across 47 counties using interactive Folium layers.
PythonpandasGeoPandasFolium
Academic MLCoursework
Seeds Classification & Clustering
UCI Seeds analysis using K-Means, Hierarchical Clustering, and multiple classifiers compared via McNemar's hypothesis testing.
NCPB government agricultural data mining for the 2025 Long Rains season, plotting planting to top-dressing ratios via Plotly dashboards.
PythonpandasPlotly
Data AnalysisCompleted
Startup Growth & Investment EDA
Investigated funding allocations and startup trajectories utilizing K-Means grouping and PCA feature reduction tools.
Pythonscikit-learnpandas
SaaS / LegalTechIn Development
LexPulse Legal SaaS
Practice management engine for advocates compliant with Kenya Data Protection Act 2019. Matter billing, billing schedules, and AI brief summaries.
FlutterFastAPIPostgreSQLSupabase
Mobile / CapstoneActive
FirstAid+ Offline App
Offline-first capstone mobile platform designed for remote community health workers, featuring zero-latency structured database queries.
FlutterDart
Client Engagements
Jan 2026 - Mar 2026
Lakwet Ap Rose World Travellers
Lead Software Engineer (Remote)
Developed a dual-system luxury travel ecosystem. Integrated a public-facing website and a private concierge portal. Managed via a monorepo setup, built with Vercel edge endpoints and continuous GitHub Actions deployments.
May 2026
Windbrook Solutions / AW Financial
AI Automation Consultant (Atlanta, USA)
Designed and built a FastAPI financial portal automating quarterly investment dashboards. Generates pixel-perfect ReportLab PDFs for Simple Automated Cashflow Systems (SACS) and Total Client Charts (TCC), saving the firm full days of manual graphic editing.
Early 2026
Marsabit County Campaign Platform
Lead Data Strategist
Synthesized county voter registration CSVs spanning 446 polling stations. Engineered geographic models identifying voter splits, delivering ward maps, slides, and spreadsheet pricing models for electoral executives.
Sept 2025
Munyiva and Pele Law LLP
Digital Infrastructure Engineer (Nairobi)
Modernized digital practices for a Nairobi-based law firm. Architected their core web portal, secure document handling pipelines, and legal research workflows.
Ongoing
Nyakach 2027 Campaign
Data & Systems Lead
Structuring voter analytics dashboards mapping regional support. Managing real-time target profiles and candidate competitiveness monitors for tactical allocation.
Education & Credentials
2023 - 2027
BSc Data Science & Analytics
Jomo Kenyatta University of Agriculture and Technology (JKUAT)
Relevant coursework: Machine Learning I & II, Time Series, Artificial Intelligence, Stochastic Processes, Regression Modelling, Tests of Hypothesis, Theory of Estimation, and Software Engineering.
2025
Software Engineering Certificate
Power Learn Project (PLP)
Immersive full-stack engineering program covering core web structures (Python, SQL, JavaScript, React) and cross-platform mobile frameworks (Dart, Flutter).
2024
Virtual Assistant Certification
ALX Africa
Professional training focused on virtual assistance, task tracking, agile workflows, and stakeholder communication.
2019 - 2022
Kenya Certificate of Secondary Education
Kisumu Boys High School
Graduated with a Mean Grade of B+.
Languages
English: Full Professional (C2)
Kiswahili: Full Professional (C1)
Dholuo: Native
Let's Connect
I am seeking full-time roles, junior engineering opportunities, freelance engagements, or attachment contracts commencing June 8, 2026.
