I'm a Full-Stack Software Engineer and Machine Learning enthusiast with a B.S. in Mechatronics & Engineering from Tecnológico de Monterrey (2016, Double Golden Lamb Award, GPA: 3.85). Based in Toronto, Ontario, I specialize in building scalable cloud infrastructure, microservices, and AI-driven applications. My work spans Golang, Python, React, and AWS, with a focus on real-time systems, DevOps, and deep learning.
🔭 Currently working on: Optimizing microservices for high-throughput trading platforms.
🌱 Currently learning: Advanced Kubernetes orchestration and generative AI models.
💬 Ask me about: Cloud architecture, machine learning, or IoT solutions.
📫 Reach me: hello@fransramirez.com | LinkedIn | GitHub
| Project | Description | Tech Stack | Link |
|---|---|---|---|
| Trading Microservices | Backend architecture for real-time NASDAQ trading operations using Kafka and Redis Pub/Sub. | Golang, Python, Kafka, Redis | GitHub |
| React Native Trading App | Mobile app with authentication and real-time stock price updates, compliant with FINRA. | React Native, AWS | GitHub |
| Reverse Image Search Engine | Deep learning-based image search using VGG-16 and ResNet, deployed with GPU-enabled Docker. | Python, TensorFlow, ElasticSearch | GitHub |
| License Plate Recognition | Real-time license plate detection system operational at U.S.-Mexico border crossings. | C++, OpenALPR | GitHub |
| IoT Monitoring Platform | MERN-based IoT platform for facial recognition and infrastructure monitoring with ARM devices. | MongoDB, Express.js, React, Node.js | GitHub |
- Engineered a cloud-based platform for Pfizer using AWS SDK and Cloudflare Workers.
- Optimized global performance with edge computing and serverless architecture.
- Built warehouse and inventory management systems with Loopback.js, React.js, and MySQL.
- Developed a POS transaction system integrating multiple payment services.
- Designed a reverse image search engine using deep learning (VGG-16, ResNet).
- Managed GPU-enabled Docker pipelines for ML inference and ElasticSearch indexing.
- Implemented license plate recognition with OpenALPR and C++.
- Built an IoT platform with MERN stack for real-time AI model deployment.
(Full experience details available on LinkedIn)
- Double Golden Lamb Award at Tecnológico de Monterrey for academic excellence.
- Contributed to open-source projects in machine learning and IoT (check my pinned repos!).
- Mentored junior engineers in building scalable microservices and CI/CD pipelines.
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