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Trojan9/README.md

Oluwatimilehin Emmanuel Banjo

Full-Stack Software Developer | AI/ML Engineer | Mobile & Cloud Architect

LinkedIn GitHub Email

Typing SVG

About Me

I'm a full-stack software developer and AI/ML engineer based in the United Kingdom, with a passion for building production-grade systems that scale. I hold a Master of Science in Computer Science from Teesside University and a Bachelor of Science in Electrical & Electronics Engineering from the University of Lagos, Nigeria.

With 5+ years of professional experience, I've architected distributed platforms serving 2,000+ monthly active users and 50+ enterprise clients, built AI systems that save thousands of dollars annually, and engineered payment integrations handling $30,000+ in transactions per month with zero security incidents.

I thrive at the intersection of software engineering and artificial intelligence -- whether it's designing cloud-native microservices, building cross-platform mobile apps, crafting modern websites, or developing deep learning models for cancer research.


What I'm Working On

  • Geynius Systems -- A next-generation business management platform (Web + Mobile + AI)
  • MetaboNiche -- A multimodal graph-transformer framework for cancer metabolic analysis
  • AI-Powered Fake Media Detector -- Deep learning system achieving 94.62% accuracy on AI-generated media detection

Tech Stack

Languages

JavaScript TypeScript Python Dart Java Kotlin Swift

Frontend & Mobile

React Next.js Flutter HTML5 CSS3 Tailwind CSS

Backend & APIs

Node.js Express.js FastAPI REST API

AI/ML & Data Science

PyTorch OpenAI Hugging Face OpenCV Pandas NumPy

Cloud & DevOps

AWS Azure Firebase Docker Nginx GitHub Actions Jenkins

Databases

PostgreSQL MongoDB MySQL Redis


Professional Experience

Software Engineer | Glamiris LLC

February 2022 -- Present

Architected and deployed a full-scale distributed salon & business management platform (Web + Mobile) now live on the Google Play Store and web, serving 50+ enterprise clients and 2,000+ monthly active users.

Key Achievements:

  • Designed a high-performance real-time scheduling engine that improved appointment processing efficiency by 80% and reduced latency across distributed services
  • Built secure payment integrations handling $30,000+ in transactions per month with zero security incidents, including native SDK integration via Kotlin, Java, and Swift
  • Developed a production-grade AI customer support system using OpenAI APIs and Retrieval-Augmented Generation (RAG), delivering $5,000+ in annual cost savings
  • Engineered infrastructure with Docker, Nginx (reverse proxy, load balancing, SSL termination), enabling horizontal scaling, high availability, and fault tolerance
  • Built and automated CI/CD pipelines using GitHub Actions, Azure DevOps, GCP, and Jenkins with integrated automated testing
  • Designed and optimised PostgreSQL and MongoDB database systems with advanced indexing strategies and query optimisation
  • Implemented monitoring and observability using AWS CloudWatch and Azure Monitoring for production reliability
  • Built an automated data ingestion pipeline that increased feature adoption by 70%
  • Integrated Twilio APIs for real-time SMS/notification communications
  • Built cross-platform native modules (Kotlin, Java, Swift) for payment SDKs, home screen widgets, and platform-specific features

Tech: Flutter, Node.js, TypeScript, React.js, MongoDB, PostgreSQL, OpenAI APIs, AWS (EC2, Lambda, S3), MySQL, Nginx, Docker, Swift, Java, Kotlin


Software Engineer | Simple Finance Ltd

November 2020 -- January 2022

Led end-to-end development of cross-platform fintech applications, from high-fidelity prototyping to production deployment, contributing to improved App Store ratings and overall product usability.

Key Achievements:

  • Designed and deployed scalable backend systems using Node.js and TypeScript across AWS and Azure, improving data retrieval performance by up to 80%
  • Developed Flutter mobile applications that improved user engagement by 40% across Android and iOS
  • Integrated payment gateways and fintech APIs (direct debit, Paystack) processing $10,000+ in transactions with fraud detection and zero critical security incidents
  • Engineered a direct debit and transaction processing system with retry mechanisms and validation pipelines, reducing transaction failure rates by 40%
  • Built an automated insurance claims processing system with workflow orchestration and real-time validation, reducing processing time by 80%
  • Implemented secure authentication using OAuth 2.0 with PCI DSS compliance for fintech and payment processing

Tech: Flutter, Node.js, TypeScript, Kotlin, MySQL, Firebase, REST APIs


Featured Projects & AI Research

MetaboNiche: Multimodal Graph-Transformer for Cancer Metabolic Analysis

A multimodal deep learning framework integrating spatial transcriptomics, histology images, and spatial coordinates to identify metabolic patterns in tumour microenvironments.

  • Built a graph-transformer architecture to model spatial relationships between tissue regions, enabling discovery of spatially coherent metabolic niches
  • Achieved high predictive performance: R^2 ~ 0.91, correlation ~ 0.97 for metabolic activity inference
  • Deployed as an interactive web application (Hugging Face + Gradio) for real-time inference with heatmaps and SHAP analysis

Tech: PyTorch, FastAPI, Transformers, Sentence-Transformers, Gradio, Hugging Face Hub

Repo


AI-Powered Fake Media Detector

A deep learning system for detecting AI-generated media, achieving 94.62% accuracy and 95.24% precision on large-scale datasets.

  • Architected a scalable training pipeline processing 100GB+ of data (110k+ samples) using EfficientNet-B0
  • Built a real-time video analysis system with intelligent frame sampling and optimised file handling
  • Deployed via Hugging Face Spaces and Gradio for high-throughput inference

Tech: PyTorch, FastAPI, EfficientNet-B0, OpenCV, Gradio 5.0, Hugging Face Spaces

Repo


Education

Degree Institution Year
MSc Computer Science Teesside University, United Kingdom 2026
BSc Electrical & Electronics Engineering University of Lagos, Nigeria 2022

Certifications

  • Goldman Sachs Engineering Virtual Program
  • Artificial Intelligence BootCamp
  • Back End Development & APIs Certification (freeCodeCamp)
  • JavaScript Algorithms & Data Structures Certification (freeCodeCamp)

GitHub Stats

GitHub Streak

By The Numbers

Metric Value
Professional Experience 5+ Years
Enterprise Clients Served 50+
Monthly Active Users 2,000+
Transactions Processed Monthly $40,000+
Public Repositories 78+
AI Model Accuracy (Fake Media) 94.62%
Appointment Processing Improvement 80%
Annual Cost Savings via AI $5,000+

Core Competencies

Full-Stack Development     β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ  Expert
Mobile Development         β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ  Expert
Backend Architecture       β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ  Expert
Cloud & DevOps             β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ   Advanced
AI/ML & NLP               β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ   Advanced
Database Design            β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ  Expert
CI/CD & Automation         β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ   Advanced
System Design              β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ   Advanced

Let's Connect

I'm always open to discussing new projects, innovative ideas, or opportunities to collaborate.

LinkedIn GitHub


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"Building systems that scale, one commit at a time."

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