Hi, I'm Henry Garcia, a results-driven machine learning and software engineer with over 12 years of experience building scalable architectures across civic technology, fintech, and large-scale technology sectors. I specialize in NLP, agent-based AI, data-pipeline development, and full-stack engineering, with a knack for debugging complex codebases and delivering well-reasoned technical explanations. I enjoy applying LLM evaluation and training methodologies, mentoring peers, and collaborating with product and research teams to solve edge cases and optimize data processing workflows, drawing on extensive software engineering knowledge to deliver robust, scalable solutions.…

Henry Garcia

Hi, I'm Henry Garcia, a results-driven machine learning and software engineer with over 12 years of experience building scalable architectures across civic technology, fintech, and large-scale technology sectors. I specialize in NLP, agent-based AI, data-pipeline development, and full-stack engineering, with a knack for debugging complex codebases and delivering well-reasoned technical explanations. I enjoy applying LLM evaluation and training methodologies, mentoring peers, and collaborating with product and research teams to solve edge cases and optimize data processing workflows, drawing on extensive software engineering knowledge to deliver robust, scalable solutions.…

Available to hire

Hi, I’m Henry Garcia, a results-driven machine learning and software engineer with over 12 years of experience building scalable architectures across civic technology, fintech, and large-scale technology sectors. I specialize in NLP, agent-based AI, data-pipeline development, and full-stack engineering, with a knack for debugging complex codebases and delivering well-reasoned technical explanations.

I enjoy applying LLM evaluation and training methodologies, mentoring peers, and collaborating with product and research teams to solve edge cases and optimize data processing workflows, drawing on extensive software engineering knowledge to deliver robust, scalable solutions.

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Skills

Experience Level

Python
Expert
JavaScript
Expert
TypeScript
Expert
React JS
Expert
GitHub
Expert
C++
Expert
SQL
Expert
PyTorch
Expert
PostgreSQL
Expert
Node.js
Expert
MySQL
Expert
Kubernetes
Expert
Java
Expert
Docker
Expert
AWS
Expert
Django
Expert
TensorFlow
Expert
MongoDB
Expert
Laravel
Expert
HTML5
Expert
Tailwind
Intermediate
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Language

English
Fluent
Javanese
Advanced
Aragonese
Intermediate

Work Experience

Software Consultant at Indicium.ai
October 1, 2022 - July 1, 2025
Led the development of large-scale applications and tools impacting millions of users, utilizing C++ for performance-critical components and Python for backend services. Designed and maintained distributed systems and robust APIs, ensured scalability and performance with full-stack development using JavaScript (Node.js) and TypeScript. Engineered and deployed a real-time fraud detection system, improving detection accuracy by 25% and reducing false positives by 30%. Collaborated with cross-functional teams to implement NLP/ML tasks and optimized data processing workflows with Python and C++. Mentored junior engineers on debugging techniques, architectural patterns, and best practices to maintain high code quality across languages including JavaScript and TypeScript.
Software Engineer at Webdevium
May 1, 2018 - September 1, 2022
Developed and maintained C++-based backend services to efficiently manage high-volume financial transactions and automate debt-resolution workflows. Designed and implemented ML pipelines for financial forecasting and recommendations, achieving a 17% reduction in customer churn. Architected and optimized microservices deployed on AWS with Kubernetes, focusing on performance and scalability. Enhanced backend performance and scalability with Python and TypeScript. Streamlined release processes via CI/CD pipelines, reducing deployment times by 35%. Collaborated with product and compliance teams to ensure security and regulatory adherence in web applications.
Software Engineer at Adonius
May 1, 2016 - April 1, 2018
Designed and scaled fintech web applications to automate debt-resolution workflows, using JavaScript for front-end interfaces and Python for backend microservices. Developed and deployed microservices on AWS with Kubernetes, enabling scalable, type-safe backends. Automated ETL pipelines with Apache Airflow, reducing manual effort by 60%. Integrated LLM algorithms into financial workflows to streamline debt-resolution and improve decision-making. Evaluated and ranked code diffs to ensure correctness and maintainability across JavaScript, TypeScript, and Python. Collaborated with compliance and product teams to ensure security and regulatory compliance.
Software Engineer at Experis
August 1, 2015 - April 1, 2016
Engineered fintech web applications to streamline debt-resolution workflows, utilizing React for dynamic front-end interfaces and Flask for robust backend services. Architected and deployed containerized microservices on Google Cloud Platform (GCP) using Docker, leveraging Node.js for efficient, scalable backend development. Built reusable React modules and Python backends; managed settlement functionality for clients and dev teams. Participated in weekly sprints within a collaborative team environment.
Software Engineer Intern at InternVention
July 1, 2014 - December 1, 2014
Redesigned PHP/Laravel Real Estate management website, improved checkout flows, and contributed to the maintenance of software supporting a major bike-sharing platform in Miami. Coordinated outreach and educational initiatives to promote ridership, developed user-facing dashboards for community feedback, and translated user needs into software features and service improvements. Monitored system usage data to inform product roadmap and decisions.
Software Engineer Intern at Vention
July 1, 2014 - December 1, 2015
Responsible for redesigning the PHP/Laravel Real Estate management website. Redesigned the layout of the website and added customized checkout functionality. Developed and maintained software systems supporting Miami's leading bike-sharing platform, promoting community engagement and adoption.

Education

Bachelor of Science at University of California, Riverside
May 1, 2010 - April 1, 2014

Qualifications

Add your qualifications or awards here.

Industry Experience

Financial Services, Software & Internet, Media & Entertainment, Professional Services
    paper Attendance Management System

    Attendance Management System

    PHP-based attendance and workforce management system built on CodeIgniter, with reporting, shifts, and Azure integration.

    Overview

    This project is an attendance management system that supports:

    • Employee & workforce management — employees, roles, departments, locations
    • Time & attendance — clock records, shifts, schedules, and agreements
    • Reporting — detailed reports, summaries, and exports (e.g. PDF, Excel)
    • Multi-tenant / multi-company — company and client management
    • Integrations — Azure Blob Storage, APIs, PHPMailer, Google Auth, MQTT, Pusher
    StackTechnology
    FrameworkCodeIgniter (PHP ≥ 7.0)
    BackendPHP, MySQL (via config)
    FrontendjQuery, Angular, Bootstrap-style UI
    DeploymentDocker, GitHub Actions, Azure

    Features

    • Clock-in / clock-out and attendance records
    • Shifts, shift agreements, and shift bonuses
    • Reports and summaries (hours, places, roles, exports)
    • Employee requests, holidays, special days
    • Roles, role groups, and permissions
    • Locations, places, and stores
    • API services for tablets and external systems
    • Optional: 2FA (Google Authenticator), QR codes, PDF generation (mPDF, Snappy, PDFCrowd)
    paper Attendance Management System

    Attendance Management System

    PHP-based attendance and workforce management system built on CodeIgniter, with reporting, shifts, and Azure integration.

    Overview

    This project is an attendance management system that supports:

    • Employee & workforce management — employees, roles, departments, locations
    • Time & attendance — clock records, shifts, schedules, and agreements
    • Reporting — detailed reports, summaries, and exports (e.g. PDF, Excel)
    • Multi-tenant / multi-company — company and client management
    • Integrations — Azure Blob Storage, APIs, PHPMailer, Google Auth, MQTT, Pusher
    StackTechnology
    FrameworkCodeIgniter (PHP ≥ 7.0)
    BackendPHP, MySQL (via config)
    FrontendjQuery, Angular, Bootstrap-style UI
    DeploymentDocker, GitHub Actions, Azure

    Features

    • Clock-in / clock-out and attendance records
    • Shifts, shift agreements, and shift bonuses
    • Reports and summaries (hours, places, roles, exports)
    • Employee requests, holidays, special days
    • Roles, role groups, and permissions
    • Locations, places, and stores
    • API services for tablets and external systems
    • Optional: 2FA (Google Authenticator), QR codes, PDF generation (mPDF, Snappy, PDFCrowd)
    paper Healthcare facility Management System

    Adonius Project

    **** - A comprehensive project management and logistics platform for healthcare facility planning, procurement, and inventory management.

    📋 Overview

    This Project(also known as Adonius) is a full-stack web application designed to streamline the planning, procurement, and management of equipment and items for healthcare facilities. The system enables planners to manage projects, assign items to rooms, track inventory, handle purchase orders, and coordinate the entire lifecycle from planning to deployment.

    🏗️ Architecture

    This is a monorepo containing:

    • Frontend : Angular 17 application with Material Design
    • Backend: NestJS REST API with Sequelize ORM
    • Database: MySQL with Sequelize migrations
    • Deployment: Docker, PM2, and CI/CD ready

    Tech Stack

    Frontend

    • Framework: Angular 17
    • UI Library: Angular Material, Bootstrap 5
    • Data Tables: DataTables.net with extensive plugins
    • Charts: ApexCharts, ngx-charts
    • State Management: RxJS
    • Build Tool: Angular CLI

    Backend

    • Framework: NestJS 10
    • ORM: Sequelize with TypeScript decorators
    • Authentication: Passport.js with session management
    • File Storage: AWS S3 integration
    • Email: Nodemailer with EJS templates
    • PDF Generation: PDFMake, jsPDF
    • Image Processing: Sharp, Tesseract.js (OCR)

    ✨ Key Features

    📦 Project Management

    • Multi-client, multi-project support
    • Project planning with room-level item assignment
    • Master catalog and project-specific items
    • Item categorization and specifications

    🏥 Healthcare Facility Planning

    • Room-based item planning
    • Zone and location management
    • Department organization
    • Floor and building structure

    📊 Inventory Management

    • Real-time inventory tracking
    • Warehouse management
    • Inventory item evaluation
    • Quantity planning vs. available tracking

    💰 Procurement Workflow

    • Purchase order creation and management
    • Requisition processing
    • Bid package management
    • Vendor and manufacturer management

    📋 Planning & Scheduling

    • Planning item assignment to rooms
    • Schedule management
    • Delivery tracking
    • Receiving and placement

    📈 Reporting & Analytics

    • Project data reports
    • Export capabilities (CSV, PDF)
    • Custom report generation
    • Data visualization