~/projects/techbuild-ai
TechBuild AI
[COMPLETED]TIMELINE
Nov 2024 - Feb 2025
ROLE
AI & Frontend Lead
TEAM
Collaborative Project
CATEGORY
AI & Machine Learning
// OVERVIEW
TechBuild AI is an intelligent hardware recommendation assistant. It utilizes Firebase Genkit and Google Gemini to construct compatible desktop PC builds tailored to target budgets or usage specs. It calculates system bottleneck estimates and provides upgrade path recommendations.
- Gemini PC Builder Engine
- Genkit Type-safe Schema Output
- Bottleneck Visualizer with Recharts
- Cross-platform Mobile Companion
// FEATURES
01/ Build Generator
- Constraint-based Search: Generates configuration sheets aligning CPU, GPU, motherboard sockets, and RAM formats.
- Upgrade Advisor: Analyze current build specs and suggest minimal replacement components to maximize FPS yields.
02/ Bottleneck Calculations
- Performance Mapping: Recharts graphs modeling simulated CPU vs GPU bottlenecks under variable gaming settings.
- Power Draw Estimator: Calculates exact power supply wattage thresholds.
// CHALLENGES & SOLUTIONS
PROBLEM
Resolving hallucinated socket compatibility names in LLM recommendations
SOLUTION
Built a multi-stage Genkit validator schema checking output socket strings against a verified SQLite hardware matrix.
// STACK
Next.jsGenkitGeminiShadCNRechartsReact NativeTypeScriptVS CodeGitFirebase Console