Hi, I'm Chyle
I specialize in building reliable, secure, and scalable systems — from backend APIs to intelligent cloud-native and cloud-to-edge solutions. I ship offline-first deployments, microservice platforms, and AI-assisted developer tooling with clean architecture and rollback-safe delivery.
About Me
Crafting cloud-to-edge platforms and AI-native systems with clean architecture
I'm a Cloud & Platform Engineer with a backend-first mindset, building distributed microservice systems across cloud and edge environments. I focus on offline-first deployments, API-driven orchestration, CI/CD automation, and cloud security fundamentals. I also build AI-enhanced developer and knowledge tooling (RAG pipelines, document + image ingestion, semantic search) to help teams move faster with better quality. I care deeply about clean code, DevOps discipline, and scalable system design.
Skills & Expertise
Tech I use to build real-world impact
Languages & Frameworks
Databases
Cloud & DevOps
Backend & Systems
AI & Data
Testing & Tools
My Projects
Solving real problems with tech
FinBot
Telegram-based stock shortlisting bot that screens equities using rule-based and data-driven signals. Built with a Python backend and deployed on Azure using a serverless-first architecture to handle scheduled scans, user commands, and data ingestion with low operational overhead.
NexusAI
Enterprise knowledge retrieval platform using RAG for document and image search. Built ingestion + embedding pipelines and semantic retrieval services for low-latency search across operational and technical knowledge.
ManilaBot
AI-powered pull request reviewer with CodeRabbit-level depth that performs context-aware analysis of code diffs across files. Goes beyond linting by reasoning about logic changes, architectural impact, security implications, and edge cases. Generates inline remediation guidance, highlights cross-file risks, and produces per-PR review-time estimates to support accurate triage and prioritization.
OnYou
Developed an AI-powered web scraper to enhance a size-fitting model, improving data quality and boosting model accuracy. Integrated LLMs for merchant persona inference and product classification to reduce manual labeling and improve downstream fit recommendations.
Practrack
AI-assisted practicum management system to assess partner companies and automate student paperwork, reducing admin workload by 50%.
Profs To Pick
Course selection tool that scores professors based on student feedback; built full backend architecture and database logic.
PlantMate
E-commerce app with real-time product tracking and analytics for plant resellers and enthusiasts.
Diner
An inventory management system for diners with a built-in analytics suggestor. Uses MACD and regression-based models within a Node.js backend to recommend optimal stock levels. Built with Handlebars for templating and MySQL for persistent data storage.
AnimalChess
Java-based implementation of the classic Animal Chess board game using OOP principles and Java Swing for GUI. Developed as part of a coursework project.
GravitySmash
A 2D platformer game with tileable levels and customizable stage design. Built using Java and object-oriented design principles.
Get In Touch
Let’s build something meaningful together.