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[ Ace 200 // Home ]
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Sr. Software Engineer | AI/ML

Ace200

Software engineer shipping production systems across web and DevOps. I build AI/ML products end-to-end, from training models to deploying them at scale.

  1. 01DataPython
  2. 02ModelPyTorch
  3. 03ProductNext.js
  4. 04DeployK8S · AWS

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Portrait of Ace 200

Location

Philippines

Timezone

Flexible, any

Work mode

Remote

Work authorization

Philippines citizen

Languages

English

Fluent
  • TypeScript
  • Python
  • Next.js
  • React
  • Docker
  • PostgreSQL
  • LangChain
  • PyTorch
  • Kubernetes
  • AWS
  • AI agents
  • Automation
  • MCP servers
  • API integrations
  • English
  • Asia/Manila
  • Remote · Global
  • Shipping · RAG search
  • Open source first
  • Production always
0
Years Exp
0
Projects
0
AI/ML Models
0
Prod Deployments
About

Behind the commits

The parts of me that don't fit on a CV: why I build, how I work, and what I do when the laptop is closed.

about.md

based in · Philippines

  • Learning

    AI Agents & LLM Systems

  • Reading

    System Design & AI Engineering

  • Listening

    AI, Cloud & Automation

  • Offline

    Life Beyond Code

The short version

  1. 01

    Started out as a Junior Software Developer at Accenture in 2018, learning how software is built and maintained in real projects.

  2. 02

    Moved to You_Source in 2019 and spent three years gaining experience across different projects and technologies. Returned to Accenture in 2022, with a growing focus on software engineering and AI/ML.

  3. 03

    Eight years into the journey, there's still plenty to learn. These days, the focus is on building reliable systems, solving interesting problems, and making technology useful.

Building something is one thing. Making it useful, reliable, and easy to maintain is what really matters.

markdown story.md

a little more about me, one tab at a time

1 4

Tech Stack

Tools and expertise

Core expertise in AI/ML, with production experience across web, DevOps, and security.

skills.db

55 / 55 shown

JavaScript

Languages
Since 20188 yrs

TypeScript

Languages
Since 20197 yrs

Python

Languages
Since 20215 yrs

SQL

Languages
Since 20188 yrs

Java

Languages
Since 20224 yrs

C#

Languages
Since 20206 yrs

HTML & CSS

Frontend
Since 20188 yrs

React

Frontend
Since 20197 yrs

Next.js

Frontend
Since 20215 yrs

Astro

Frontend
Since 20242 yrs

Tailwind CSS

Frontend
Since 20224 yrs

Vue.js

Frontend
Since 20233 yrs

Node.js

Backend
Since 20188 yrs

Express.js

Backend
Since 20197 yrs

REST APIs

Backend
Since 20188 yrs

NestJS

Backend
Since 20215 yrs

FastAPI

Backend
Since 20224 yrs

.NET

Backend
Since 20206 yrs

ASP.NET Core

Backend
Since 20206 yrs

Spring Boot

Backend
Since 20206 yrs

PostgreSQL

Databases
Since 20188 yrs

MySQL

Databases
Since 20188 yrs

MongoDB

Databases
Since 20197 yrs

Redis

Databases
Since 20215 yrs

Qdrant

Databases
Since 20242 yrs

Docker

Cloud & DevOps
Since 20206 yrs

AWS

Cloud & DevOps
Since 20206 yrs

GitHub Actions

Cloud & DevOps
Since 20215 yrs

Kubernetes

Cloud & DevOps
Since 20224 yrs

Terraform

Cloud & DevOps
Since 20224 yrs

Linux

Cloud & DevOps
Since 20197 yrs

Grafana

Cloud & DevOps
Since 20233 yrs

LLM APIs

AI & LLM
Since 20233 yrs

Prompt Engineering

AI & LLM
Since 20233 yrs

RAG

AI & LLM
Since 20233 yrs

Vector Search

AI & LLM
Since 20242 yrs

AI Agents

AI & LLM
Since 20242 yrs

LangChain

AI & LLM
Since 20242 yrs

MCP Servers

AI & LLM
Since 20251 yr

NumPy

ML & Data
Since 20215 yrs

Pandas

ML & Data
Since 20215 yrs

Scikit-learn

ML & Data
Since 20224 yrs

PyTorch

ML & Data
Since 20224 yrs

Hugging Face

ML & Data
Since 20233 yrs

Jest

Testing & Security
Since 20197 yrs

Pytest

Testing & Security
Since 20224 yrs

Playwright

Testing & Security
Since 20233 yrs

OAuth 2.0

Testing & Security
Since 20206 yrs

OWASP

Testing & Security
Since 20206 yrs

IAM

Testing & Security
Since 20224 yrs

Git

Tools & Practices
Since 20188 yrs

GitHub

Tools & Practices
Since 20188 yrs

Scrum

Tools & Practices
Since 20188 yrs

Code Review

Tools & Practices
Since 20197 yrs

CI/CD

Tools & Practices
Since 20215 yrs
2018202120242026
Selected Work

What I've built

31+ Projects spanning enterprise software, SaaS platforms, AI systems and cloud architecture across multiple industries.

projects.db

31 / 31 shown

Projects by year
Projects by year0123456now232436335201820192020202120222023202420252026
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View mode

Filters
Featured
RAG Document Assistant preview

RAG Document Assistant

AI

A desktop app that lets you chat with your PDFs and get accurate answers with page-level source citations.

Private
Featured
Real-Time Object Detection preview

Real-Time Object Detection

AI

A computer vision tool that detects and tracks objects in live camera feeds with bounding boxes and confidence scores.

Private
Featured
Customer Sentiment Analyzer preview

Customer Sentiment Analyzer

AI

An NLP dashboard that classifies customer reviews by sentiment and topic to reveal trends and key pain points.

Private
Featured
Demand Forecasting Dashboard preview

Demand Forecasting Dashboard

AI

A time-series forecasting tool that predicts weekly product demand with confidence ranges to guide inventory decisions.

Private
Featured
Autonomous Task Agent preview

Autonomous Task Agent

AI

An LLM-powered agent that plans multi-step tasks, uses tools like web search and code execution, and shows every step it takes.

Private
Featured
Personalized Recommendation Engine preview

Personalized Recommendation Engine

AI

A machine learning system that suggests the most relevant products for each user based on their interests and activity.

Private

Showing 1–6 of 31

Work History

Career path

Three roles across global technology consultancies — growing from junior developer to senior engineer delivering AI and enterprise systems.

career.log

HEAD //Present

Career map
20182026
  1. 2023 – Present

    3 yrs 8 mos

    Accenture (UK) headquarters

    HQ · United Kingdom

    Sr. Software Engineer

    @ Accenture (UK)
    ContractRemote

    Working on web applications, cloud infrastructure, and AI/ML solutions. Involved in building backend services, integrating AI features, and deploying applications to production.

    Roles

    • Sr. Software Engineer

    Highlights

    • Full-stack web application development
    • AI/ML integration and AI agents
    • Cloud infrastructure and DevOps
    • API development and system integration

    Stack

    TypeScriptReactNext.jsNode.jsPythonFastAPIAWSDockerKubernetesOpenAILangChain
  2. 2020 – 2023

    3 yrs

    HQ · Philippines

    Software Engineer

    @ You_Source
    Full-timeHybrid

    Worked on different web applications, building frontend features, backend APIs, and database integrations. Gained more experience with full-stack development and delivering projects for clients.

    Roles

    • Software Engineer

    Highlights

    • Frontend and backend development
    • REST API and database integration
    • Web application maintenance and improvements
    • Working with clients and development teams

    Stack

    JavaScriptTypeScriptReactNode.jsC#.NETPostgreSQLMongoDBREST APIsGit
  3. 2018 – 2019

    1 yr 6 mos

    Accenture (PH) headquarters

    HQ · Philippines

    Jr. Software Developer

    @ Accenture (PH)
    ContractOn-site

    Started my career as a Junior Software Developer, working on web applications, fixing bugs, and building new features while learning from more experienced developers.

    Roles

    • Jr. Software Developer

    Highlights

    • Web application development
    • Bug fixing and feature improvements
    • Backend APIs and database queries
    • Code reviews and team collaboration

    Stack

    JavaC#.NETJavaScriptHTMLCSSSQLGit
Client Feedback

Built with trust

Real feedback from engineering leaders, founders and product teams who've shipped production systems together — spanning AI, enterprise and cloud.

testimonials.db

16 reviews

Rating

4.7

out of 5.0 · 16 reviews

511
45
30
20
10
Engineer monitoring code and live production dashboards

99.9% uptime

Maintaining live apps in production

Real-time observability on the systems I ship and run.

Get In Touch

Open channel

Secure transmission to my inbox — based in the Philippines, available for remote work globally.

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PhilippinesAmerica · EU · Asia · Africa

Current Node

Philippines

14.5995° N · 120.9842° E · PHT

// Status

Available For Hire

Open to Work —Global