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teslakoile/README.md
Kyle Naranjo. AI agents, data pipelines, cloud infrastructure.

I build AI agents, data pipelines, and cloud infrastructure. I work with enterprise clients in financial services, investment management, education, and compliance. I love a hard entity resolution problem, and I lead GDG Davao.

Portfolio LinkedIn Email

Building

wishlist-mcp: the hosted MCP server for wishlist.fit. Lets Claude, ChatGPT, or Codex read and update your wishlist on your behalf.

huly-cli: CLI for Huly project management.

nutri-scan: Discord bot that estimates calories and macros from a photo of a meal.

Work

Thinking Machines Data Science · Data Engineer II · Aug 2024 to present

  • Entity resolution for a Philippine bank's Single Customer View, consolidating ~15M records into ~7M customer keys. Probabilistic record linkage with Splink, metaphone-based blocking, runtime cut from 4+ hours to under 1. Serves 10+ business units daily.
  • Built AI agents on Snowflake Cortex for enterprise document extraction and contextual querying, covering agent tooling, prompt engineering, and evaluation across a 15-person team.
  • Backend feature development across 10+ microservices on an investment data platform, integrating Sustainalytics, PitchBook, Bloomberg, and MSCI. FastAPI, Dagster, Snowflake, Kubernetes.
  • Provisioned infrastructure for a student-at-risk prediction platform on Azure Databricks. Terraform, ingestion pipelines across 3 source systems.

Ingenuity Software · Backend Software Engineer · Jan 2022 to Jul 2024

  • Decomposed a Django monolith into cross-region microservices. ~50 production endpoints across 2 AWS regions with separate databases for data residency and GDPR. Platform went from inception to 10+ corporate customers.

UP Diliman, EEE Institute · Research Associate · Aug 2022 to Nov 2023

  • AIComprehend, an adaptive reading comprehension platform on a PFA-based model. 79% accuracy, 66% AUC, and a 13.9% improvement in student test scores over a one-month controlled study. Published at IEEE ISNCC 2023 in Qatar.

BS Computer Engineering, UP Diliman. Summa cum laude, DOST-SEI merit scholar.

Tech

AI   OpenAI Snowflake Cortex Vertex AI LangChain Splink

Data   Python SQL PySpark Databricks Snowflake BigQuery Airflow Dagster dbt

Backend & Infra   FastAPI Django AWS Azure GCP Docker Kubernetes Terraform

Elsewhere

  • Contributor to Apache Airflow
  • Community Lead, Google Developer Group Davao. 10+ events, 2,000+ participants
  • Global Shaper, World Economic Forum (Davao Hub)
  • Talks at GDG, Python Philippines, Python Davao, Geeks on a Beach, AWS User Group, and ISNCC 2023

Pinned Loading

  1. ai-comprehend ai-comprehend Public

    Python 1

  2. prettymap-project prettymap-project Public

    Python 1

  3. recipe-blog-trial-project recipe-blog-trial-project Public

    Recipe Blog Trial Project for iOS Development

    Swift 1