AI & Machine Learning
Custom predictive models, computer vision systems, and deep learning solutions built for healthcare diagnostics, financial risk, and operational intelligence. Production-ready, documented, and deployable.
FlierTech Consulting Services delivers production-grade AI & ML systems, full-stack software, data analytics, and NLP solutions — translating complex technology into measurable business outcomes.
From initial discovery to production deployment and documentation, we deliver complete technology solutions that align with your business goals.
Custom predictive models, computer vision systems, and deep learning solutions built for healthcare diagnostics, financial risk, and operational intelligence. Production-ready, documented, and deployable.
Integrate large language models into your product or workflow. We handle prompt engineering, API integration, RAG systems, and evaluation pipelines — from prototype to production.
Scalable web applications and APIs built with modern stacks. React frontends, Node.js or Python backends, SQL/NoSQL databases, and CI/CD pipelines — built to grow with your business.
Transform raw data into strategic decisions. Interactive dashboards, ETL pipelines, clustering analysis, and executive-level reporting with Power BI and Tableau.
Natural language processing systems including translation engines, sentiment analysis, text classification, and custom tokenization — including expertise in low-resource African languages.
Decentralised applications, smart contract development, and credential verification platforms on Ethereum and compatible chains. Secure, auditable, and tamper-proof.
We sit at the intersection of academic rigour and practical engineering — ensuring every solution is not just built, but built right.
Every solution is grounded in peer-reviewed research and current best practices — not guesswork. We publish what we build.
From requirements to deployment and documentation, we manage the full project lifecycle — one point of contact, complete accountability.
Deep understanding of East African markets, data realities, and infrastructure — combined with international engineering standards from work across Europe.
Regular updates, clear documentation, and honest timelines. No black boxes, no surprises — just clean, maintainable code and clear reporting.
"We don't just deliver code — we deliver systems that your team can understand, maintain, and scale long after we're done."
Every engagement follows a proven four-phase framework — designed to reduce risk, maximise quality, and ensure you always know where your project stands.
We understand your business problem, data landscape, and technical constraints before writing a single line of code. Clear requirements = no scope creep.
System design, technology selection, and data pipeline architecture — reviewed and agreed upon before development begins.
Agile development with regular demos and checkpoints. Unit-tested, peer-reviewed code with CI/CD pipelines from day one.
Production deployment with full technical documentation, API references, and handover training — so your team is never left in the dark.
From European tech firms to Kenyan institutions, we have partnered with organisations across sectors to build and deploy technology that works in the real world.
Engaged by a European software company to design and build backend services and REST APIs with large language model integrations. Engineered prompt pipelines, built AI-powered frontend components, and delivered full technical documentation. Stack: Django, PostgreSQL, React, LLM APIs.
Partnered with a Kenyan IT firm to develop and deliver production web applications using React, Node.js, and Redux with MySQL and MSSQL backends. Contributed to agile sprint cycles, implemented data structures and error-handling for live systems, and supported client deployments.
Built a lung disease prediction system using deep learning and medical imaging analysis, deployed as a live web application for clinical use.
Delivered a clustering-based financial health assessment tool with interactive Tableau dashboards for a community programme in Kenya.
Designed and deployed a neural machine translation system for Dholuo-Swahili — a low-resource African language pair — using custom Transformer architectures.
Built an NLP-powered postpartum depression detection system using ML classifiers on patient survey data for a health-focused research initiative.
Engineered an Ethereum-based credential verification system using Solidity smart contracts and Web3.js for tamper-proof certificate management.
Developed and evaluated deep learning models for network intrusion detection, analysing the performance of multiple architectures for cybersecurity applications.
Diagnostic AI, medical imaging, patient data analytics
Risk modelling, fraud detection, financial health analytics
Learning platforms, performance analytics, curriculum systems
Crop analytics, supply chain data, predictive yield models
Public data systems, community analytics, reporting tools
Recommendation engines, inventory analytics, customer insights
Intrusion detection, network analysis, anomaly detection
Network analytics, customer churn prediction, data pipelines
Peter founded FlierTech Consulting Services with a clear vision: to make enterprise-grade AI and software engineering accessible to businesses across Africa and beyond. With a strong background spanning machine learning, full-stack development, data analytics, and NLP systems, he leads the firm's technical strategy and client engagements.
Under his leadership, FlierTech has delivered production systems for clients in Europe and Kenya — spanning healthcare AI, financial analytics, language technology, and blockchain-based platforms. Peter brings a rare combination of deep technical expertise and the ability to translate complex problems into clean, maintainable solutions.
Whether you have a defined project brief or just an idea, we'll help you shape it into a production-ready solution. No jargon, no bloat — just clear thinking and clean engineering.
Tell us about your project. We'll respond within 24 hours with an initial assessment and next steps. No obligation, no sales pressure.