02 Featured Projects.

12 projects · ordered by recency

01 ·

Agromapas Cartographic Viewer

Interactive geospatial platform developed for the Ministry of Agriculture of Honduras, giving users access to maps and data about agri-food sector production across the country. Built end-to-end from backend to frontend.

Python · OpenLayers · Django · ReactJS · GeoServer

10 ·

Ryte 2.0

Swift · SwiftUI · MapBox

11 ·

Classroom Locstatt

This application is used by companies in the petrochemical industry to educate and train their employees on occupational safety issues.

Swift · UIKit · Realm DB · Sockets

12 ·

NKAlert Pod Library

Swift · UIKit · CocoaPods

03 Tech stack.

44 tools · grouped by domain

TensorFlowscikit-learnNumPyPyTorchGoogLeNetMobileNetV3ResNet50CNNLSTMBLEUNLTKPandasMatplotlibTopic ModellingSentiment AnalysisPlotlyDeBERTaCrewAIChromaDBRAG

04 Career.

10 years of receipts

PeriodRoleStatus

Oct 2022 – PresentFreelance Web & GIS ConsultantSelf-employedCurrent

Oct 2021 – Sep 2022Senior Mobile EngineerSumadiPast

May 2019 – Oct 2021Senior iOS DeveloperRytePast

Apr 2017 – May 2019Mobile DeveloperLocstattPast

Jan 2016 – Apr 2017Mobile & Web DeveloperCrayon StarPast

05 Education.

Plus scholarships

PeriodDegreeInstitutionStatus

2025 - PresentMaster of Data Science and InnovationSpecialising in machine learning, NLP, computer vision, and LLM-powered applications. Hands-on projects across the full AI stack from model training to production deployment.University of Technology Sydney (UTS)In Progress

2025 – PresentHonduFuturo ScholarSelected from 100+ applicants as a HonduFuturo scholar, a programme that identifies and funds high-achieving Honduran professionals to pursue postgraduate studies at top universities abroad.HonduFuturoIn Progress

2011 - 2015Information Technology and Communications in EngineeringFoundation in computer science, software architecture, algorithms, and mobile application development. Graduated Summa Cum Laude.Universidad Politecnica de IngenieriaCompleted

06 Recent writing.

notes on building, mobile & ML

Jun 2026Building Portfolio v4: From Static HTML to an AI Agent ExperienceNext.jsDesignai4 min

View all writing

Available 2026

Let's build something that ships.

Open to AI engineering and full-stack roles where production instincts matter. Remote, hybrid, or Sydney in person.

Get in touch

→github.com/NelkitGITHUB →www.linkedin.com/in/nelkit/LINKEDIN

AI agent · ask about Nelkit

Nelkit ChavezSoftware/ML/AI Engineer

Building AI products that actually ship.

Seven years shipping production mobile apps. Now building products that think, with ML, LLMs, and the instinct to ship that only comes from doing it for real._

↩ to send · built for academic & learning purposes · responses may not be accurate

Or scroll down to explore

02 Featured Projects.

12 projects · ordered by recency

01 ·

Sydney Liveability AI

Python · FastAPI · DeBERTa · NextJS · LangChain · CrewAI · ChromaDB · PostgreSQL · RAG · OpenStreetMap · Reddit API

02 ·

Australia Liveability Gap

Python · Streamlit · Plotly · ABS data

03 ·

NLP Text Analysis & Narrative

Python · NLTK · Pandas · Matplotlib · Topic Modelling · Sentiment Analysis

04 ·

Image Captioning with CNN + LSTM

Python · PyTorch · CNN · LSTM · BLEU

05 ·

Food101 Transfer Learning

Python · PyTorch · GoogLeNet · MobileNetV3 · ResNet50

06 ·

Neural Networks from Scratch

Python · NumPy · PyTorch

07 ·

Crypto Price Prediction Dashboard

Python · scikit-learn · FastAPI · Streamlit · CoinGecko API

08 ·

Sydney Rain Prediction API

Python · scikit-learn · FastAPI · Docker · Open-Meteo API

09 · full-stack

Agromapas Cartographic Viewer

Python · OpenLayers · Django · ReactJS · GeoServer

10 ·

Ryte 2.0

Swift · SwiftUI · MapBox

11 ·

Classroom Locstatt

This application is used by companies in the petrochemical industry to educate and train their employees on occupational safety issues.

Swift · UIKit · Realm DB · Sockets

12 ·

NKAlert Pod Library

Swift · UIKit · CocoaPods

03 Tech stack.

44 tools · grouped by domain

TensorFlowscikit-learnNumPyPyTorchGoogLeNetMobileNetV3ResNet50CNNLSTMBLEUNLTKPandasMatplotlibTopic ModellingSentiment AnalysisPlotlyDeBERTaCrewAIChromaDBRAG