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followers: 26.0 following: 115.0 repos: 32.0 gists: 0.0

Name: David Ascencios Rondón

Type: User

Company: Bain & Company

Bio: Machine Learning Engineer @ Peru

Location: Lima. Perú

👋 Hi there! I'm David Ascencios Rondón 👽

Website • Twitter • Linkedin

I'm a machine learning engineer from Peru, passionate about making apps with ML components in the backend. Also, I love NLP topics and cloud stuff (specially AWS and GCP). I'm very curious about different architectures for AI solutions and good MLOps frameworks.

I've been working on Data Science and Machine Learning since 2018, and never stopped since then. I have a strong background in software engineering, as well as statistics and data engineering.

💬 Ask me about: Python, Machine Learning, Serverless, MLOps, APIs, ML and Data Pipelines.
🌱 I’m currently learning Node.js and reading about Transformers!
📫 How to reach me: Feel free to send me an email to [email protected] or connect via Linkedin.
👯 I’m looking to collaborate on open source projects for ML platforms (such as Kubeflow and MLFlow), or APIs and ML frameworks in Python.
⚡ Fun fact: I love manga/anime and playing basketball. My favorite anime is Full Metal Alchemist Brotherhood, and my favorite team is the Miami Heat!

David Ascencios Rondón's Projects

alphafold

Open source code for AlphaFold.

bbva-2019

Code for BBVA Data Challenge contest

belcscala

First Scala scripts

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deep-reinforcement-learning-algorithms-with-pytorch

PyTorch implementations of deep reinforcement learning algorithms and environments

deepspeech

A TensorFlow implementation of Baidu's DeepSpeech architecture

deploying-machine-learning-models

Example Repo for the Udemy Course "Deployment of Machine Learning Models"

dmls-book

Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)

dsnd_term2

Contains files related to content and project of DSND Term 2

examples

A repository to host extended examples and tutorials

google-cloud-run-deploy

gpt-2-output-dataset

Dataset of GPT-2 outputs for research in detection, biases, and more

invernadeiro

Proyecto del curso de Desarrollo de Programas 2

kbf-pipelines-kurokito

Testing som ml pipelines

lauragift21

about meeee

ml20182

TA - Machine Learning (David, Will y Jorge)

ml_sagemaker_studies

Case studies, examples, and exercises for learning to deploy ML models using AWS SageMaker.

mlcourse.ai

Open Machine Learning Course

mle-playground

Final project for Machine Learning Engineer Nanodegree in Udacity Schoolarship, using AWS services for deployment. Use case: Mechanisms of Action (MoA) Prediction (https://www.kaggle.com/c/lish-moa)

neural-enhance

Super Resolution for images using deep learning.

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

outlierd29

ping-pong-ml-predictions

Batch predictions with a AWS s3 client and kubeflow predictions in GCP

pix2pixhd

Synthesizing and manipulating 2048x1024 images with conditional GANs

poc-cloud-run

Testing Cloud Run functionalities

pysyft

A library for answering questions using data you cannot see

pytorch-deepfashion

pytorch implementation of the deepfashion architecture (https://www.cv-foundation.org/openaccess/content_cvpr_2016/papers/Liu_DeepFashion_Powering_Robust_CVPR_2016_paper.pdf)

sagemaker-deployment

Code and associated files for the deploying ML models within AWS SageMaker

scrapping-cellphone-sales

Web scrapping project for Market Analysis in specific cellphones

source-to-image

A tool for building artifacts from source and injecting into container images

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👋 Hi there! I'm David Ascencios Rondón 👽

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