name: Sylvester Francis
location: Waterloo, ON, Canada
role: Tech Solutions Architect & GenAI Consultant
experience: 7+ years shipping production systems
journey:
- Master's in CS from VIT | Big Data & Security certs from Conestoga (High Distinction)
- Published ML researcher (brain tumor prediction using FCNNs)
- Built ETL pipelines & data engineering systems at OpenText
- Now architecting GenAI solutions at Intuitive.ai
- 4K+ LinkedIn followers | 500+ professional connections
currently:
- Building open-source infra monitoring tools in Go (WatchDog)
- Shipping GenAI-powered compliance & documentation systems
- Fine-tuning small language models for TypeScript code generation
- Mentoring developers on career growth via Topmate
awards:
- Outstanding Achievement Award (OpenText) — Media Viewer delivery
- Graduated with High Distinction — Big Data Solutions Architecture
- Graduated with High Distinction — Computer Application Security
- Machine Learning Engineer Nanodegree — Udacity|
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Audits documents for regulatory compliance, identifies violations with pattern matching and AI analysis, and suggests automated remediations. My most starred project. |
Multi-agent system using LangGraph that fetches code from GitHub, analyzes structure, generates comprehensive technical docs, and syncs everything to Confluence. |
3-repo architecture: Hub (central server with dashboard), Agent (lightweight binary for private networks), and Proto (shared message protocol). Full outbound-only WebSocket comms. |
Full Ubuntu installer with Docker, PostgreSQL, HTTPS, security hardening, visual progress tracking, and intelligent error recovery. Zero to production in minutes. |
Production-ready 1.5B-7B models with LoRA fine-tuning, optimized for React, Next.js, Angular, and Node.js. High-quality code generation at a fraction of the size and cost. |
Kubernetes deployment manager with FastAPI backend, Streamlit dashboard, and Prometheus monitoring for tracking progressive rollouts in real time. |
Dagger module that integrates Trivy, Grype, and Snyk to perform vulnerability scans, enforce container best practices, and generate compliance reports in CI/CD pipelines. |
Automatically reviews GitHub pull requests using GPT-4. Detects code smells, security issues, and anti-patterns, then posts constructive inline feedback. |
Full-featured CLI booking system with JWT auth, conflict resolution, and reservation management. Built with Python Typer + FastAPI backend. |
Production-ready task tracking system with JWT authentication, role-based access control, and Kubernetes deployment manifests. Built with FastAPI and PostgreSQL. |
| Platform | What I Write About |
|---|---|
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DevOps tooling, container security, Dagger deep dives, career transition guides |
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GenAI architectures, agent design patterns, cloud infrastructure deep dives |
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Career insights, tech industry trends, developer mentoring tips |
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Tech tutorials, project walkthroughs, coding sessions |
+---------------------------+---------------------------+---------------------------+
| AI SOLUTIONS | CLOUD ARCHITECTURE | DEVOPS & SECURITY |
| | | |
| Multi-agent systems, | AWS & Azure infra | CI/CD, container |
| GenAI platforms, and | with security and | security, monitoring, |
| intelligent automation | cost optimization | deploy automation |
+---------------------------+---------------------------+---------------------------+
| CAREER MENTORING | CODE REVIEW | TECHNICAL CONSULTING |
| | | |
| 1:1 sessions for | Expert reviews, best | System architecture |
| career transitions, | practices, and | and technology |
| interview prep, resume | technical mentorship | strategy for teams |
+---------------------------+---------------------------+---------------------------+
