$ whoami
Andrei Vince – Backend Engineer
AI Research • Scalable Systems • 30k+ req/min infrastructure
$ recent_work
AI-driven 3D generation research | 10k+ models | Real-time financial pipelines
$ tech_stack
PythonTypeScriptAWSAI/MLSystem DesignResearch
$ Professional Experience
Software Engineer
Stealth Mode • Details TBA
Backend, Cloud & Full Stack Development
Aug 2025 - PresentIndustry • Current
$ cat achievements.md
- ▸Working on scalable web applications using modern frameworks and cloud technologies
- ▸Contributing to microservices architecture and API integrations in production environment
- ▸Collaborating with cross-functional teams on high-impact technical solutions
- ▸More details to be announced soon...
PythonFlaskReactPostgreSQLAWSClaude AIOpenAI
Undergraduate Researcher
UNC Charlotte • Dr. Sabri Gokmen
AI-Driven 3D Architecture Generation Research
May - Aug 2025Research • Completed
$ cat achievements.md
- ▸Employed as undergraduate researcher under Dr. Sabri Gokmen at UNC Charlotte (funded research position)
- ▸Built Python automation scripts integrating OpenAI GPT-4o with Rhino/Grasshopper for 10k+ 3D variations
- ▸Engineered prompt-to-geometry pipeline: LLMs → Cellular Automata → 3D Voxels → SDXL rendering
- ▸Developed scalable dataset workflows with automated metadata capture and reproducible random seeding
- ▸Created 5 custom ComfyUI nodes for SDXL + ControlNet architectural rendering pipeline
- ▸Deployed on Runpods cloud backend (A40 GPU) enabling real-time architectural ideation
$ cat performance_metrics.json
~17s per model
Generation Time
10,000+ unique
Models Generated
1024×1024
Resolution
64×64×64
Voxel Grid
16 weeks
Research Duration
A40 GPU
Cloud Platform
OpenAI GPT-4oSDXLControlNetComfyUI3D Cellular AutomataPythonCUDARhinoGrasshopperRunpods
QA Engineering Intern
Linxy
Process Automation & API Testing
2024Industry • Completed
$ cat achievements.md
- ▸Automated 25% of manual QA processes using Postman and Thunder Client for API testing
- ▸Delivered competitive research insights that directly influenced product roadmap decisions
- ▸Managed multi-environment API testing workflows and coordinated releases in JIRA
PostmanThunder ClientJIRAAPI Testing
Coding Club Founder & President
College Leadership
Community Building & Technical Mentorship
2024Leadership • Completed
$ cat achievements.md
- ▸Founded and led college coding club, growing membership and organizing weekly activities
- ▸Organized coding challenges, technical workshops, and guest speaker sessions
- ▸Mentored peers in data structures, algorithms, and software engineering project execution
LeadershipMentoringEvent PlanningDS&A
$ Ready to contribute to your team's next breakthrough
🎯 Research-driven innovation⚡ Production-scale execution🚀 Leadership & mentorship
$ Projects & Research
Real-Time Financial Data Pipeline
Serverless • High-Throughput • Production-Ready
Engineered serverless event-driven architecture processing 30k+ req/min with sub-60ms latency.
30,000 req/min
Throughput
2.3M in 88min
Events Processed
53ms p95
Latency
$1.19/M events
Cost Efficiency
0% errors
Reliability
14.1M invocations
Scale
$ cat technical_highlights.md
- ▸Event-driven architecture: HTTP /ingest → Lambda → DynamoDB → Streams → SQS with 5min TTL cache
- ▸Infrastructure as Code: Single 'npx cdk deploy' provisions auto-scaling Lambdas, dual APIs, retry logic + DLQ
- ▸Validated 2.3M events in 88min via custom high-frequency traffic simulator with zero errors
- ▸Cost-optimized to $1.19/million events across 14.1M invocations (AWS Cost Explorer validated)
- ▸Enterprise observability: CloudWatch Logs Insights dashboards, custom metrics, DLQ alarms
- ▸Production-ready template for trading bots, ETL spikes, real-time telemetry pipelines
AWS CDKTypeScriptLambdaDynamoDBDynamoDB StreamsSQSAPI GatewayCloudWatch
view source →Vesper I - Voice AI Assistant
AI/ML • Real-Time • Multi-API Integration
Modular voice AI system with 11 components, achieving ~2s voice-to-voice latency.
~2s voice-to-voice
Latency
11 integrated
Components
9 automated
Workflows
100+ entries
Memory
$ cat technical_highlights.md
- ▸Modular architecture: 11 integrated components with 1.8k+ lines of Python code
- ▸Low-latency pipeline: Deepgram STT → Groq LLM → Azure/Google TTS achieving ~2s response
- ▸Automated 9 workflows: Google Calendar, Gmail triage, WHOOP health analysis, Todoist, web search
- ▸Persistent memory system with 100+ conversation entries for context-aware interactions
- ▸Multi-API integration: 9+ external services including Brave API for web search capabilities
PythonDeepgram STTGroq LLMAzure TTSGoogle TTSGoogle Calendar APIGmail APIWHOOP APITodoist APIBrave API
coming soon →$ Skills & Achievements
$ skills --technical
Backend & Cloud
PythonTypeScriptAWSLambdaDynamoDBSQSAPI Gateway
System Design
MicroservicesEvent-DrivenServerlessDistributed SystemsCachingLoad Balancing
AI/ML & Research
OpenAI GPT-4oSDXLControlNetComfyUIDiffusion ModelsComputer VisionCUDA
$ certifications --all
Google Data Analytics
Completed8-course professional certificate covering SQL, Excel, Tableau, and R for data analysis
Google • Dec 2023
CodePath Tech Interview Prep
In ProgressData structures, algorithms, system design, and technical interviews using Python
CodePath • Fall 2025
AWS Solutions Architect Associates
In ProgressCloud architecture, security, scalability, and AWS services design
AWS • 5% Complete
Startup University
Completed8-week Silicon Valley frameworks program covering startup execution and capital raising
49 Educação • Nov 2021
$ awards --honors
LAWA Marand Builders Scholarship
LAWA Foundation
- ▸Selected for academic excellence, community engagement, and leadership potential
- ▸Includes mentorship, professional development, and Charlotte area networking opportunities
NC STEM Alliance Certificate
STEM Tank Season 4 Competition
- ▸Led team of 4 students in competitive product development and pitch presentation
- ▸Demonstrated leadership, innovation, and STEM application in real-world business context
$ organizations --professional
SHPE (Society of Hispanic Professional Engineers)
Active Member
- • Professional development workshops and networking events
- • Amazon partnership program for career advancement opportunities
- • Technical conference participation and industry mentorship access
ColorStack
Active Member
- • Diverse tech community focused on Black and Latinx professionals
- • Technical skill development and career advancement resources
- • Industry connections and mentorship in software engineering
$ contact --info
Let's Connect
$ location --current
Charlotte, NC
$ contact --email
andreivince21@gmail.com$ cat resume.pdf
Download Resume$ schedule --call
Schedule time with me$ ls ./social-links