NetGuard AI: Intrusion Detection
Real-time network intrusion detection: live packet capture, an ML ensemble (XGBoost, Random Forest, Isolation Forest) for threat classification, GeoIP enrichment, and a web alert dashboard.
lagos, nigeria · open to full-time & freelance
ISRAEL JOHNSON.
Full Stack Developer
End-to-end products: React/Next.js frontends, Python backends, containerized deployments, and LLM features in production.
About me
Full Stack Developer with hands-on experience building AI-powered web applications, cloud infrastructure, and security tooling, from integrating large language models (Qwen, DeepSeek) into production services to deploying containerized backends with Docker and Terraform.
I've delivered complete, working products end to end for enterprises, government institutions, and small businesses, owning everything from requirements and database design to deployment.
AWS Certified Cloud Practitioner
CLF-C02 · Amazon Web Services
Google Cybersecurity Certificate
Professional Certificate · Google
Technical skills
Languages & Frameworks
- TypeScript · JS
- Python · Rust
- React · Next.js
- React Native
- FastAPI · Django
- Node.js · Redux
Data & Infrastructure
- PostgreSQL · SQL
- Docker · Terraform
- CI/CD pipelines
- GitHub Actions
- REST API design
- Linux · Git
Cloud & AI
- AWS Certified
- Google Cloud
- LLM integration
- Qwen · DeepSeek
- Ollama · QwenVL
- AI / ML APIs
Security
- Infrastructure sec
- Intrusion detection
- JWT · RBAC
- API security
- Vuln. scanning
Selected projects
IaC Threat Scanner
Security scanner for Infrastructure-as-Code: parses Docker Compose and Kubernetes configs to detect misconfigurations, exposed secrets, and policy violations, with CVSS-inspired risk scoring.
Lockit: Zero-Knowledge Vault
Local-first password and document vault for the desktop: client-side AES encryption, an embedded loopback server, and automated releases through GitHub Actions.
Deskpal API
Multi-tenant backend with JWT auth and RBAC, retrieval-augmented generation with prompt-injection defense, rate limiting, and a full pytest suite.
Local LLM Setup: Ollama & DeepSeek
Configured a local Ollama instance and benchmarked DeepSeek models for on-premise AI workloads.
IVR Lab: Self-Hosted Contact Center
Zero-cost self-hosted contact center: Asterisk 20 with a FastAPI/ARI control layer, Redis, Postgres, and Prometheus/Grafana observability.
Where I've worked
Present
Full Stack Developer
Cerdatech Academy
Integrated the Qwen LLM into customer support for AI-powered automated responses; building features across React/Next.js frontends and Python backend services.
Feb - Aug 2026
Full Stack Developer · Freelance
Caleb University
Delivered a full Record Management System (React Native app, public website, and admin dashboard) with QwenVL image validation, Docker + Terraform deployment, and RBAC.
Jan - Apr 2026
Full Stack Developer · Freelance
Office of the Accountant General of the Federation
Built a Pension Management System from scratch: secure PostgreSQL architecture, REST APIs for pension calculations and disbursement, and robust authentication.
Aug 2024 - Oct 2025
Backend Developer · Internship
NPF-NCCC
Contributed to a Case Audit System: database models and REST APIs in Python and PostgreSQL, case tracking and audit workflows, integrated with a React frontend.
2022 - 2023
Full Stack Developer · Freelance
Terra Jewelry
Delivered a complete e-commerce website for a jewelry store: catalog, inventory, orders, authentication, cart, and secure payment workflows.
B.Sc. Computer Science, Second Class Upper
Caleb University, Imota, Lagos, 2022 - 2026
Let's build something together.
Open to full-time roles and freelance projects, especially where AI, cloud infrastructure,
and security meet. Based in Lagos, working worldwide.