Gen AI Engineer | Full-Stack Developer | AI Solutions Architect

Engineering
Excellence.

Gen AI Engineer and Full-Stack Developer with 10+ years of experience delivering production-ready AI solutions and automation systems. Successfully generated $12.

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Alejandro Riquelme

Precision & Innovation.

My journey bridges rigorous engineering with visionary entrepreneurship. From scaling Tesla's production lines 10x to building AI systems saving Coca-Cola $2.5M+ annually, I architect solutions that aren't just functional — they're commercially dominant. As founder of ParkHere.ai, I apply the same precision to building AI-powered SaaS products from the ground up.

Engineering

  • • Gen AI & LLM Systems
  • • Industrial Automation
  • • Full-Stack Architecture
  • • Cloud Infrastructure

Entrepreneurship

  • • AI SaaS Products
  • • Computer Vision
  • • Product Scaling
  • • Revenue Generation
North Carolina, USA
Professional Timeline

Career Trajectory

$12.5M+ in measurable business value through AI-driven automation, industrial systems optimization, and scalable engineering at Tesla and Coca-Cola.

01
Coca-Cola Logo

Coca-Cola Consolidated

Gen AI Engineer (Current)

2020 — Present Current

Python Gen AI Snowflake Django FastAPI Azure Docker

Core Impact Metrics

$2.5M+
Annual Savings
99.9%
System Uptime

Key Achievements

  • check_circle Azure Bot Framework & Microsoft 365 – Built and deployed enterprise AI bots using Teams Bot SDK, Azure App Registrations, and Bot Framework connectors, bridging Microsoft Copilot AI with Snowflake APIs to deliver conversational analytics across multiple departments.
  • check_circle AI-Powered Document Processing – Architected intelligent PDF scraping systems with redundancy leveraging Snowflake Cortex, achieving 99.9% uptime and processing thousands of documents daily.
  • check_circle Agentic AI Applications – Built production-ready AI agents, bots, and assistants using LLM frameworks to automate business functions, reducing manual intervention by 80%+ across multiple departments.
  • check_circle $1.5M+ prevented (growing $500K annually) – Partnered with Director/VP stakeholders across Finance and Operations, researching SAP T-codes and mapping SAP HANA data structures to develop AI-enhanced duplicate payment detection using Python, Snowflake, and ML algorithms, replacing a third-party service charging 30% commission.
  • check_circle 10x vendor processing capacity – Engineered AI-driven financial reconciliation system that automated vendor data matching and validation, enabling workers to process 1,000 vendors instead of 100 – a 10x productivity improvement through intelligent automation.
  • check_circle Hybrid Cloud Architecture – Architected hybrid data pipelines migrating on-premises SAP HANA data through Azure Blob Storage to Snowflake, enabling cloud-based analytics and AI-driven decision-making across enterprise operations.
  • check_circle Modernized legacy systems at the SPC facility, introducing SCADA for the first time and reducing downtime by 50% through targeted PLC upgrades.
  • check_circle Established 24/7 remote support company-wide by deploying VPN-secured servers, enabling continuous monitoring and faster incident response.
payments $2.5M+ — Annual Savings Generated Through AI Automation
02
Tesla Logo

Tesla Inc.

Senior Automation Engineer – Tesla Grohmann Automation & Gigafactory 1

2015 — 2020

PLC SCADA Robotics Ignition C++ Siemens TIA

Core Impact Metrics

3,000
Parts/Day (10x)
100+
Machines Deployed

Key Achievements

  • check_circle 10x production increase – Improved production output from 300 to 3,000 parts/day and successfully doubled the assembly line capacity, enabling massive production scaling.
  • check_circle Directed the full lifecycle of automated manufacturing lines for Model 3, from design and development to deployment and optimization.
  • check_circle Worked across Tesla's key facilities — Fremont, Gigafactory 1 (Nevada), and Tesla Grohmann Automation (Germany) — to optimize and align automation standards and performance.
trending_up Est. $10M+ — Value from 10x Production Increase
Foundational Vision

Entrepreneurial
Ventures.

Founder and Lead Engineer of ParkHere.ai, an AI-powered SaaS platform revolutionizing parking enforcement through computer vision and intelligent automation.

ParkHere.ai

Founder & Lead Engineer • 2023 — Present

AI SaaS Revenue-Generating

Venture Mission

AI-powered parking enforcement SaaS platform revolutionizing parking management through intelligent automation and computer vision.

trending_up 90%+ efficiency improvement in parking enforcement
visibility 95%+ AI accuracy across diverse conditions
speed Sub-second real-time AI inference
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Maple Heights
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Unit 204 — Maple Heights
123 Maple Street, Toronto
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Metered $2.50/hr
Lot B
456 Oak Avenue, Toronto
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ParkHere
AI-Powered Parking Enforcement

Platform Metrics

0 Percent Efficiency Improvement
0 Percent AI Accuracy Achieved
0 Percent System Uptime
0 Hours Per Day Automated Monitoring
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AI-Powered Parking Enforcement

Live production SaaS platform serving multiple commercial properties with enterprise-grade reliability.

Explore ParkHere.ai
developer_mode

Full-Stack Architecture

Built from Ground Up • Production-Ready

Infrastructure

Architected and deployed production-ready Django application with PostgreSQL, Redis caching, Celery task queue, and RESTful API. Docker containerization, NGINX load balancing, automated SSL, and CI/CD via GitHub Actions.

99.9% Uptime
24/7 Monitoring
<1s Response Time
smart_toy Core Technology

AI & Computer Vision

Custom-Trained ML Models

Deployed intelligent parking enforcement cameras with real-time license plate recognition, vehicle detection, and violation classification. Modular AI architecture reducing implementation time by 60% while maintaining 95%+ accuracy.

visibility model_training camera
architecture

Engineering Philosophy

  • 01.
    AI-First Approach

    Intelligent automation over brute-force solutions. Let the models do the heavy lifting.

  • 02.
    Ship Fast, Iterate Faster

    Production-first mindset. Deploy early, measure everything, optimize continuously.

  • 03.
    Measure Everything

    Data-driven decisions from uptime to accuracy. If it's not measured, it doesn't exist.

Ready to build the next breakthrough?

Currently exploring high-impact AI/ML engineering roles and select venture partnerships for 2025.

Technical Proficiency

Skill Arsenal.

psychology

Generative AI & LLMs

LLM Integration Snowflake Cortex Agentic AI AI Agents & Bots Prompt Engineering RAG Systems AI Orchestration
visibility

Computer Vision & ML

Computer Vision License Plate Recognition Object Detection Model Training OpenCV TensorFlow/PyTorch
code

Programming Languages

Python SQL JavaScript TypeScript C++ Ladder Logic Structured Text
web

Full-Stack Web Frameworks

Django FastAPI Streamlit React RESTful APIs WebSockets HTML/CSS/JS
cloud

Cloud & Infrastructure

Azure Bot Framework Azure DevOps App Registrations AWS (EC2, S3, SNS) Docker Kubernetes NGINX Redis PostgreSQL
analytics

Data Engineering & Analytics

SAP HANA Integration Snowflake Power BI Data Pipelines ETL/ELT ML Ops
construction

DevOps & Automation

CI/CD Pipelines Azure DevOps GitHub Actions Power Apps Power Automate Dataverse Microsoft Copilot Infrastructure as Code
precision_manufacturing

Industrial Automation

SCADA PLC HMI Ignition Siemens TIA Portal Robotics
school

B.S. in Electrical Engineering Technology (BSEET)

Let's build
the future.

Open for high-impact Gen AI engineering roles, technical consulting, or strategic venture partnerships. Let's engineer something remarkable.

[email protected]