About
Hello world! I'm a Data Engineer, DevOps Specialist, and Creator all rolled into one. I've got a serious passion for data analysis, coding, and capturing life through the lens of my camera.
During my professional journey, I have worked with diverse teams to share my expertise and learn from others in the data industry. As a skilled data engineer and DevOps specialist, I possess the knowledge to design and manage the architecture of companies of all sizes worldwide, as well as the data flow between services.
I am a curious and passionate learner, and my interest in data science has persisted since my college days, driving me to constantly develop and enhance my skills. My love for these fields means I'm always open to conversations, collaborations, or simply answering any questions you might have.
In my spare time, you can find me exploring new technologies, working on side projects, taking photos, or learning about the latest developments in cloud architecture and machine learning.
Experience
Senior Software Engineer / Data & MLOps · Yape
Designed and deployed FastAPI, Go (Gin), and NestJS microservices on AKS serving ML and analytics workloads. Built Databricks pipelines and asset bundles automating model deployment, CI/CD, and feature engineering. Created data serving layer for ML recommendations impacting 18M+ users.
Software Engineer / Data Architect & Consultant · SkillMapper
Architected AWS infrastructure using ECS and Glue Serverless Notebooks to automate ETL pipelines. Built a Retrieval-Augmented Generation (RAG) platform leveraging LLMs and OpenAI ChatGPT. Developed backend RAG Chatbot API enabling users to query their personalized knowledge base in real time.
Operations Engineering Trainee · Statkraft Perú
Developed IoT-based water-leak detection software reducing maintenance downtime. Built COVID-19 BLE proximity-detection device enhancing onsite worker safety.
Certificates
Databricks Certified Data Engineer Associate
Earners of the Data Engineer Associate certification have demonstrated an ability to perform basic data engineering tasks using Databricks and its capabilities.
AWS Certified Solutions Architect – Associate (AWS-SAA)
Earners of this certification have a comprehensive understanding of AWS services and technologies. They demonstrated the ability to build secure and robust solutions using architectural design principles based on customer requirements
Certified Kubernetes Administrator (CKA)
Earners of this designation demonstrated the skills, knowledge and competencies to perform the responsibilities of a Kubernetes Administrator.
Databricks Certified Associate Developer for Apache Spark 3.0
Earners has demonstrated an understanding of the basics of the Apache Spark architecture and the ability to apply the Spark DataFrame API.
Academy Accreditation - Databricks Lakehouse Fundamentals
Earners of the Lakehouse Fundamentals accreditation have demonstrated the understanding of fundamental concepts related to Databricks Lakehouse Platform.
BAMM.102x: Data, Models and Decisions in Business Analytics
A course of study offered by ColumbiaX, an online learning initiative of Columbia University.
Projects
SINADEF - Crime Analysis ETL
Production-ready ETL platform for deploying data pipelines to Google Cloud Vertex AI using Kubeflow. Automated analysis of public crime data (SINADEF) with scheduled execution and monitoring.
Broadcast - WebRTC Live Streaming
Browser-to-browser audio and video broadcasting platform using WebRTC. Real-time peer-to-peer streaming with live chat support for multiple viewers. Deployed on Google Cloud Run with automated CI/CD pipeline.
Airflow Production Cheap Deployment
Helm configuration to deploy airflow in Kubernetes with production level using the minimun resources. (Demo)
Portfolio Optimization mean-variance
A rational investor, only take desitions based on objective information.
OpenCovidETL
ETL to handle data from the goberment public API's and websites to our own database to create the reports, every steps code inside a function and every task was coded in side a Django command mangger.
Forecast Server
Django server created to retrieve forecast data using live demo data, to forecast the amount of sellings of the products in a store.
Path Planning | Reinforcement Learning
We will create a map from the reality and put a diferential robot in there with the aim to use an path planning algorith through reinforecement learning (PPO)
![Birds sounds Analysis [competition]](/images/birds.jpg)
Birds sounds Analysis [competition]
Notebooks where i analysis birds sound as a part of my data science challenge, the dataset consist of the audio of the birds in the nature. I create a custom model with CNN and LSTM neural networks to classify to which kind of bird the audio belongs.
![Cassava Leaf [competition]](/images/plant.webp)
Cassava Leaf [competition]
Transfer learning using eficientNet + xception and aumentation tecniques to clasify the leafs of cassava.
Vlogs
¿How to begging in Machine Learning? | Neural networks
I've created a simple explination to undestand machine learning, focusing on neural networks, from the perceptron to a multi-layer neural network application.
PID Control + Incremental encoder + Arduino
I've created a simple PID control system with an incremental encoder and an ESP8266 microcontroller. Python to extract sample data from the motor behavior and Matlab to system modeling.
Iot (ESP32) with Node-Red server
This tutorial shows how to configure an ESP32 in conjunction with the Node-Red framework of IBM, generating an IoT application ready for production.
Photos
