Hey there, I'm

Kenley👋

I lead data teams, manage large scale ML solutions and build Generative AI projects. Currently working as the Director of Data Science at Plentina.

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Work

A peek into what I've been up to during the weekdays for the past few years

Plentina

2021-present

Currently, the Director of Data Science at Plentina, a full-stack financial wellness provider operating in the Philippines and Vietnam.

So far, I...

  • 🎉 Reduced the delinquency rate of the loan portfolio by managing credit scoring and fraud detection microservices which leverage alternative data sources.
  • 🎉 Increase loan portfolio yields by managing the credit risk decision engine to optimize customer credit limits that maximizes loan ticket size, while balancing risk.
  • 🎉 Improved reporting turnaround time by designing and implementing the data infrastructure used for self-service analytics for the Philippines and Vietnam business units.
Google Cloud Cloud Build Cloud Composer Cloud Functions Cloud PubSub Cloud Run Cloud Storage Vertex AI BigQuery dbt Metabase Apache Airflow Docker Python Numpy Pandas Scikit-Learn FastAPI Flask Typescript React

GCash

2017-2021

I started working for GCash, the largest FinTech unicorn in the Philippines, as the 2nd Data Scientist to join the company and was a Senior Manager who led a team of Data Scientist and ML Engineers by the time I left the company.

During my stay, I...

  • 🎉 Built and managed the platforms used for Data Science and ML from model development all the way to model deployment and monitoring
  • 🎉 Managed ML models end to end with use cases ranging from: credit scoring models, recommendation systems and fraud detection
  • 🎉 Started the ML Engineering practice and built libraries and platforms to encourage best practices
  • 🎉 Automated and optimized ML and Data Engineering Workflows to eliminate tasks related to data quality
  • 🎉 Pioneered GScore, an alternative credit score leveraging device, transaction and telco data, which enabled GCredit to safely grow to a PHP 10B loan book.
AWS AlibabaCloud MaxCompute S3 Apache Zeppelin Apache Spark Ray Kubernetes Docker ElasticSearch Python Numpy Pandas XGBoost LightGBM Scikit-Learn Keras Flask

Projects

Where the GenAI tools are given human names with tacked on acronyms

Casper

A tool for professionals to simplify their workflow by summarizing articles, creating content and sharing insights with stakeholders

Built with the Casper AI team

Google Cloud Cloud Build Cloud Run Firebase Manifest V3 Plasmo Typescript React Python FastAPI GPT
Sam

A w̶i̶n̶g̶m̶a̶n̶ wing-ai whom you can flirt with that adjust and respond in a way that aligns with what you are looking for to keep things interesting.

Built in collaboration with Oscar Gonzalez

*Single Awareness Mitigator

Google Cloud Cloud Build Cloud Run Typescript Astro React TailWind Daisy UI Python FastAPI GPT
Sean

Get answers based on website content. Sean will answer you truthfully based on the information we find on the website of your choice.

*Site Exploration Assistant Navigator

Google Cloud Cloud Build Cloud PubSub Cloud Run Pinecone HTMX Alpine TailWind Python FastAPI GPT
Carl

A tool for you to make those AI generated resume, profiles and cover letters that will help you get more done in way less time.

*Career And Resume Lifesaver

Google Cloud Cloud Build Cloud Run Typescript SvelteKit SkeletonUI TailWind GPT
GPT JupterLab
GPT JupterLab is a JupyterLab extension to use OpenAI’s GPT models for text and code completion on your notebook cells.
Typescript Python JupyterLab GPT
Kaggle Competitions
I used to be active on Kaggle and have achieved 5 competition silvers mostly during my time in college.
Python Numpy Pandas XGBoost LightGBM PyTorch Keras Scikit-Learn

Let's chat!

Whether you're looking to work with me, get some advice or just have a casual chat, feel free to hit me up!