Kelsier
Aug 2026 – Present · In Progress
Terminal workspace for running several coding agents at once, tracking each one's task, branch, and whether it's waiting on me.
Bash · Go · tmux
Details →Code ↗
Projects
Projects spanning data pipelines, AI systems, full-stack development, and research. From embedded systems to cloud automation, these reflect what I've built and learned.
AI & Machine Learning
AI solutions leveraging machine learning, natural language processing, and prompt engineering to solve business challenges.
AI System Prompt Framework
Aug 2025 – Present · Completed
IDE prompt that aims to standardize AI-assisted coding workflows across engineering teams.
OpenAI API · Prompt Engineering · Cursor IDE
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Personal Knowledge Base
Aug 2025 – Present · In Progress
Cloud-hosted knowledge base with hybrid retrieval, Google Drive sync, and Voyage AI embeddings for personal document search.
FastAPI · Python · PostgreSQL
Details →Code ↗
Sazed – Personal AI Agent
Jan 2025 – Present · In Progress
End-to-end personal AI agent with agentic tool use, persistent memory, streaming chat, and Claude Desktop integration via MCP.
Python · FastAPI · Anthropic SDK
Details →Code ↗
SimRAG Reproduction Study
Aug – Dec 2025 · Completed
Reproduction study of a paper implementing similarity-based RAG with two-stage fine-tuning on consumer hardware.
Python · RAG · Qdrant
Senior Design GenAI Subsystem
Aug – Dec 2025 · Completed
Built the generative AI subsystem for a multi-platform cognitive coaching application.
Python · FastAPI · RAG
Details →Code ↗
Data & Analytics
Solutions transforming raw data into actionable insights through ETL pipelines, processing, and automation.
Azure ETL Pipeline
May 2025 – Present · Completed
Automated Azure financial cost analysis pipeline using Microsoft Fabric and SQL.
Microsoft Fabric · Azure Data Factory · SQL
Details →
Azure DevOps Sprint Scorecard
Jun 2025 – Present · Completed
Azure DevOps extension providing sprint health and status visibility.
React · Next.js · Node.js
Details →
DevOps & Cloud
Cloud infrastructure, deployment automation, and DevOps practices for reliable software delivery.
Personal API Gateway
Jan 2025 – Present · Completed
Centralized API gateway providing unified access to Google services, AI providers, and internal microservices.
FastAPI · Python · Google OAuth
Details →Code ↗
Personal Automations Platform
Jan 2025 – Present · In Progress
Automation platform organized by trigger type with YAML-driven configuration and deployment to GCP Cloud Run Jobs and Cloud Functions.
Python · Cloud Run Jobs · Cloud Scheduler
Details →Code ↗
Trustworthy Model Registry
Aug – Dec 2025 · Completed
Group project building a model registry with AWS deployment.
AWS ECS · AWS Fargate · Python
Details →Code ↗
Full-Stack Development
End-to-end web applications combining frontend and backend technologies with modern frameworks and best practices.
Portfolio Website
May 2025 – Present · Completed
Portfolio website with Next.js 15 App Router.
Next.js 15 · React 19 · TypeScript
Photography Portfolio
May 2025 – Present · Completed
Photography portfolio with auto-discovered collections from Cloudinary, AI-generated metadata, EXIF extraction, and mood-aware theming.
Next.js 15 · React 19 · TypeScript
Trading Card Collection Manager
Aug – Dec 2025 · In Progress
Full-stack web application for managing trading card collections with multi-user authentication.
React · TypeScript · FastAPI
Details →Code ↗
Hardware & Embedded Systems
Low-level systems engineering projects exploring embedded firmware, signal processing, and RF technologies in hardware and software systems.
DJ Pete Beat Sequencer
2024 · Completed
Embedded firmware with a STM32 microcontroller for interactive music production.
STM32 · C · I2C
Details →Code ↗
FM Radio Detection & Demodulation
2024 · Completed
Research project engineering automated FM radio signal detection using USRP software-defined radio and GNU Radio.
USRP · GNU Radio · Signal Processing
Details →