Juan Polanco

Full-Stack Engineer

// dominican republic, do · UTC-4

Building in the open from Dominican Republic. Full-Stack Engineer.

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profile sourced from GitHub

Scouting report

Dominican full-stack dev leaning into data/ML with Python and Jupyter

assessed from open-source footprint

Staff

55signal

Long-tenured Dominican developer with a data/ML tilt, working in Jupyter, Python, and JavaScript. Notable originals include a Machine Learning Nanodegree capstone predicting US bond prices and a LangGraph-based RAG agent using LLMs. Reach is modest (1 star, 14 followers) and the abandoned ratio is 75%, so the value here is demonstrated ML/AI coursework and experimentation rather than maintained, widely-used products.

Authorship & open source

Solo authorwrote 100% of commits on langgraph-rag-agent

15 merged PRs12 commits / yr1 external project3 reviews201 private contributions / yr

Contributes to

Fox658/Expense_tracker_django_rest0★

What they build

Frontend37%

Data / ML34%

Backend27%

Industry experience

Education & EdTech
Data, ML & AI
E-commerce & Retail

Signal breakdown

Originality78

Impact38

Consistency71

Polish38

Stars

top repo 1

Original repos

33% forks

Followers

On GitHub

11.8 yr

Live demos

Activity

Active

75% stale

Strengths

Verified author — wrote 100% of commits on langgraph-rag-agent
15 merged pull requests
Original builder — 20 of their own repositories
Frontend focus with Data / ML
Domain experience in Education & EdTech & Data, ML & AI
Core stack: Jupyter, JavaScript, HTML, Python

About

Full-Stack Engineer from Dominican Republic, active on GitHub with 30 public repositories and 14 followers. Explore the work and reach out on GitHub.

Skills

Jupyter
JavaScript
HTML
Python
PHP
Java

Featured work

Mlnd Capstone Bond Price Prediction

Machine Learning Engineer Nanodegree - Capstone project: US bond price prediction.

Jupyter

by Juan Polanco

Langgraph Rag Agent

Implementation of an AI agent using LLMs and LangGraph to perform Retrieved Augmented Generation (RAG)

Python

by Juan Polanco

Mcp Server Implementation

An implementation of an MCP server for LLMs

Python

by Juan Polanco

Mlnd P3 Identifying Customer Segments

Machine Learning Engineer Nanodegree - Project 3: Identifying customer segments.

HTML

by Juan Polanco

Barcamp2024 Onnx

Repositorio del codigo de la charla en Barcamp 2024 (Santiago, Rep. Dom.): Desplegando deep learning en production con ONNX

Jupyter

by Juan Polanco

Jconf2023 Unsupervised Learning Apache Spark

Repositorio del codigo de la conferencia sobre Unsupervised Learning en Java con Apache Spark y MLlib

Java

by Juan Polanco