Josue Elias Huaman Gonzales AI Developer / Data Scientist

Data Scientist

Kaggle

Aug 2023 - Current (3 years 3 months)

Here are some of the standout projects I participated in that illustrate my experience in data analysis, natural language processing, and computer vision. Each of these projects reflects my commitment to technical excellence and my ability to tackle complex problems with innovative, data-driven solutions.

BERT Model Fine-Tuning and Perplexity Evaluation
◼️ Executed a fine-tuning project for BERT models for specific natural language processing tasks.
◼️ Used perplexity measures to assess the quality of language models and select the best response among provided options to a question.

Fraudulent Transaction Detection
◼️ Developed a fraudulent transaction detection project using machine learning models in P

Fullstack Javascript Developer

PipeDreams

Nov 2022 - Jul 2023 (9 months)

Fullstack development from scratch of an automatic scheduling platform.

◼️ Environments used: Docker, Linux WSL.
◼️ ETL: Extraction of data from a data lake, debugging and loading of data into operational tables.
◼️ UML class model design (The diagrams.net web tool was used).
◼️ Use of Postgres as database and SQLite for integration testing.
◼️ Backend development using Fastify with the Sequelize ORM.
◼️ Frontend development with React Typescript, Redux, React Router and React Bootstrap.
◼️ Testing using TAP and Jest.
◼️ Review of pull request.
◼️ Creation of CI/CD pipeline using Bitbucket Pipeline

Semi Senior Python Developer

Globant

Aug 2022 - Dec 2022 (5 months)

Development of different programs using mainly the Python language.

Implementation of laboratories:
◼️ Serverless application using Step Functions, API Gateway. Lambda and S3.
◼️ EC2 instance with Lambda.

ExoGames project:
◼️ Role management an AWS
◼️ Automatic deployment using AWS CloudFormation
◼️ EC2 Deployment

Deloitte Project:
◼️ Handling of HCL (Terraform) files
◼️ Development and deployment of scripts on the Azure Pipelines platform.

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Machine Learning Engineer

Anyone AIII

Jul 2022 - Dec 2022 (6 months)

Intensive training using machine learning tools to solve unconventional problems.

◼️ Stack design for data preprocessing (data engineering) and visualization.
◼️ Design and implementation of supervised learning models for solving complex problems.
◼️ Deployment of machine learning models in the cloud.
◼️ Design and deployment of convolutional networks to solve image classification problems.
◼️ Use of natural language models.

Fullstack developer for BBVA customer

entelgy

Mar 2022 - Aug 2022 (6 months)

Endpoint development in the client security layer using Java and integration with frontend services in React (Javascript).

◼️ Continuous Integration and Continuous Delivery using Jenkins (for testing and use).
◼️ Configuration of Docker microservices with SpringBoot.
◼️ Cloud deployment management using Google Cloud IAM cloud services.
◼️ Organization and delivery of the team using Scrum and Jira.

Desarrollador fullstack para el cliente BBVA

entelgy

Mar 2022 - Aug 2022 (6 months)

Desarrollo de API de Endpoints usando Java e integración con servicios frontend en React (Javascript).
- Integración continua y entrega continua utilizando Jenkins (para pruebas y uso)
- Configuración de microservicios Docker con SpringBoot
- Gestión de la implementación en la nube mediante los servicios en la nube de Google Cloud IAM
- Organización y entrega del equipo usando Scrum y Jira. Tecnologías principales: Java, Javascript, React, Docker, Jenkins, Springboot, Google Cloud Platform, Jira.

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Full stack Developer at Telefonica

Jan 2021 - Mar 2022 (1 year 3 months)

Transición a un equipo de desarrollo de software donde se desarrollaron múltiples API para el consumo de una aplicación web multipropósito de Telefónica.
- Desarrollo de APIs de Django para comprender la cobertura de red y fibra existente en un área determinada.
- Desarrollo de una herramienta de planificación para comprender la carga de puestos de trabajo en un área determinada de la empresa (para la optimización de la planificación de recursos). Principales tecnologías: Django (CSRF, CORS, JWT, paginación, API endpoint), React (React Router, React Bootstrap, React GoJS, React Chart, Googlemaps wrapper), REST API, MongoDB, Docker & Docker compose, Git, Visual Studio ( cliente thunder, docker, ES7+React, gitlens, gitgraph, más b

Fullstack Developer

Telefónica

Jul 2020 - Jul 2022 (2 years 1 month)

Transition to a software team where multiple APIs were developed for the consumption of a Telefónica multipurpose web application.

◼️ Design and development of frontend modules using React Typescript.
◼️ Development of APIs using Django to understand the existing network and fiber coverage in a given area.
◼️ Development of a dashboard where the company's projects were centralized. The view offered multiple functions that facilitate the user's task.
◼️ Development of a planning tool to understand the job load in a certain area of the company (for the optimization of resource planning).
◼️ Design of a class model structure. Database implementation using MySQL.

Technical Project Manager

Telefónica

Aug 2018 - Jul 2020 (2 years)

Promoted to lead a team to implement VPN and Internet services for public and private companies.

◼️ Services implemented for Banks BCP, MyBank, Interbank, Chinalco, Nexa, Antamina, Ares, Public Ministry, Petroperú, Peru Ministry of the Interior, Comptroller General of the Republic and Municipality of Lima.
◼️ Coordinator and responsible for the implementation of internet networks.
◼️ Lead the communication with the main stakeholders to provide the technical planning to the manager of Telefónica for the implementation.
◼️ Validation of the technical feasibility and planning of the project for execution.
◼️ Management of teams and deliveries through Telefónica's own systems.
◼️ Managed a team of 8 (in

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Responsable técnico de proyectos en Telefónica

Jul 2018 - Jan 2021 (2 years 7 months)

Promovido para liderar un equipo para implementar VPN y servicios de Internet para empresas públicas y privadas.
- Servicios implementados para Bancos BCP, MyBank, Interbank, Chinalco, Nexa, Antamina, Ares, Ministerio Público, Petroperú, Perú Ministerio del Interior, Contraloría General de la República y Municipalidad de Lima.
- Coordinador y responsable de la implementación de redes de internet.
- Liderar la comunicación con las principales partes interesadas para proporcionar la planificación técnica al gerente de Telefónica para la implementación.
- Validación de la viabilidad técnica y planificación del proyecto para la ejecución.
- Gestión de equipos y entregas mediante sistemas propios de Telefónica.

Data Analyst

Telefónica

Dec 2017 - Jul 2018 (8 months)

In charge of the analysis of the selection of the best location to provide network coverage based on the geography and specific territories.

◼️ Information retrieval using Google Elevation API and NASA SRTM library.
◼️ Python scripts to calculate network coverage based on geography and optimal antenna location based on population in that specific region.

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Analista de datos

Dec 2017 - Jul 2018 (8 months)

A cargo del análisis de la selección de la mejor ubicación para brindar cobertura de red en base a la geografía y territorios específicos.
- Recuperación de información utilizando Google Elevation API y la biblioteca NASA SRTM
- Secuencias de comandos de Python para calcular la cobertura de la red en función de la geografía y la ubicación óptima de la antena en función de la población en esa región específica
- Principales tecnologías: Python, REST API, AWS (EC2).

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Electronic Design Engineer

LABOTECH

Jul 2016 - Dec 2016 (6 months)

Development of robotics projects using devices such as Raspberry pi, Arduino, etc.

◼️ IoT projects. I work with the NodeMCU development card.
◼️ Projects with radio frequency modules, creation of mini-protocols for embedded systems.
◼️ Basic car theft security system with mini Arduino development board.

Ingeniero de diseño electrónico

Labotec Perú SAC

Feb 2016 - Aug 2016 (7 months)

Desarrollo de proyectos electronicos ↗ Proyectos IoT. Trabajo con la tarjeta de desarrollo NodeMCU. ↗ Proyectos con módulos de radiofrecuencia, creación de mini-protocolos para sistemas embebidos. ↗ Sistema básico de seguridad para robo de automóviles con tarjeta de desarrollo mini Arduino.

Josue Elias Huaman Gonzales

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Josue Elias Huaman Gonzales

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