Backend engineer with five years of professional experience building production systems across FinTech, Healthcare, and E-commerce. My work is weighted toward AI integration — specifically designing systems where LLMs do real clinical or financial work, not demos.
Most recently at ToksNet, I led backend architecture for the Adeon AI Healthcare Platform: a 3-tier microservices system integrating Gemini 2.5 Pro and OpenAI Whisper for real-time medical transcription and automated condition analysis. Before that, Senior Laravel developer at Sosotoba Institute of Technology, leading a team building hospital management software on MySQL databases handling millions of records.
B.Eng in Computer Engineering from the University of Benin. Fullstack certification from ALX Africa.
AI & Machine Learning
LangChain LLMs — Gemini 2.5 Pro · GPT-4 Whisper SHAP LIME RAG Pipelines FAISS
Backend Engineering
FastAPI Node.js Laravel Express REST & GraphQL APIs WebSocket Microservices
Cloud & DevOps
Docker AWS S3 · Transcribe Google Cloud Platform CI/CD Nginx
Languages
Databases
PostgreSQL MySQL Redis FAISS
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Adeon AI Healthcare Platform ToksNet · Oct 2025 – Jan 2026 · Private 3-tier microservices platform integrating Gemini 2.5 Pro and Whisper for automated medical transcription and skin/eye condition analysis. 20+ FastAPI endpoints with LangChain managing conversational context across sessions. Achieved 2.5–2.9× real-time transcription speed via multi-level caching and async architecture. Deployed with Docker, circuit breaker patterns, and HIPAA-conscious content safety pipelines.
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Crime Prediction & Explainable AI Machine learning pipeline for crime pattern prediction built around transparent decision-making. TensorFlow model with SHAP and LIME post-hoc explainability, surfaced via a Streamlit dashboard that lets analysts interrogate individual predictions rather than treat the model as a black box.
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Keystroke Dynamic Digital Twin Statistical digital twin for behavioural biometric authentication. Anomaly detection on keystroke dynamics using Isolation Forest, One-Class SVM, and distance-based baselines — evaluated against the CMU benchmark dataset. University of Lincoln, CMP3753.
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Lincoln Business Suitability Index Spatial analytics pipeline analysing 13,097 businesses across 55 H3 hexagonal zones in Lincoln, UK. Ingests ONS Census 2021 and OpenStreetMap data, computes a composite Business Suitability Index, and surfaces results through a Flask API and React map dashboard.
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GiftyView — Gift Card & Payments Platform Private · Active Production Full-stack FinTech platform for digital gift card sales and utility bill payments. Separate services for the consumer app, backend API, and admin panel. Mobile-first React Native frontend with real-time transaction processing.
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Lendsqr Digital Wallet Backend Production-grade REST API for a mobile lending platform: account creation, wallet funding, peer-to-peer transfers, and withdrawals with real-time blacklist screening via the Lendsqr Adjutor API. Node.js, TypeScript, KnexJS on MySQL with full unit test coverage.
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Algorithmic Trading Suite Gold Breakout Bot · Crypto Signal Bot · Telegram Bot Three Python-based trading systems for live markets: breakout detection on gold, SMC-based cryptocurrency signal generation, and a Telegram-native interface for real-time alerting. Built with risk controls for unsupervised operation.
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React Native application using device accelerometer data for passive tremor detection, paired with haptic-guided breathing exercises and longitudinal anxiety tracking. Built for clinical usability rather than as a consumer wellness product.
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| Period | Role | Organisation |
|---|---|---|
| Oct 2025 – Jan 2026 | AI Engineer · Lead Backend Developer | ToksNet (Remote) |
| Aug 2023 – Feb 2024 | Senior Laravel Developer | Sosotoba Institute of Technology |
| Jun 2022 – Jul 2023 | Junior Software Developer | Tryve Technologies |
B.Eng Computer Engineering — University of Benin, Nigeria · 2024
Fullstack Web Developer — ALX Africa · 2023
Email · [email protected]
Website · eghosa.netlify.app
WhatsApp · Direct message
