Francisco Aboim

Francisco Aboim

Mentor
5.0
(2 reviews)
US$30.00
For every 15 mins
4
Sessions/Jobs
free badge
First 15 mins free for your first session
ABOUT ME
Engineer with experience in web/mobile development and machine learning
Engineer with experience in web/mobile development and machine learning

Hi! I'm an engineer with 14+ years of professional programming experience in machine learning, finance, numerical methods and app/api development. I've worked with startups, well regarded hedge funds and a number of companies as a consultant over this time. I have a wide range of experience with (not limited to) low level/GPU programming (OpenCL/CUDA/C99/C++/ASM), web/api development and machine learning.

Portuguese, Spanish, English
Brasilia (-03:00)
Joined November 2017
EXPERTISE
10 years experience
Deployed multiple apps to production, start to finish in a few months. I Have worked as the sole developer, lead and also frontend only. ...
Deployed multiple apps to production, start to finish in a few months. I Have worked as the sole developer, lead and also frontend only. Built successful consumer apps such as: www.moovapp.com.br (fullstack web/mobile) www.escalai.com.br (frontend - react native)
View more
View more
7 years experience
Classification, regression, unsupervised learning, GANs, etc. using deep learning, boosted trees, whatever works best for the task at han...
Classification, regression, unsupervised learning, GANs, etc. using deep learning, boosted trees, whatever works best for the task at hand. Experience with numerical data, images and NLP (text). One top5 and one top10 position on AnalyticsVidhya hackathons recently (late 2018 - McKinsey and Innoplexus) within thousands of registrants.
View more
View more
7 years experience
2 years experience
7 years experience
7 years experience
6 years experience

REVIEWS FROM CLIENTS

5.0
(2 reviews)
Zachary Kimpfler
Zachary Kimpfler
November 2018
Francisco is an amazing mentor! The programs and algorithms I have been working on are all complex and difficult to understand (Parallel algorithms focused on optimization), but Francisco has been able to briefly read my code, completely comprehend, and has helped me fix some of my bugs that have stumped me for days! I cant recommend Francisco enough, his patience and and expertise make him a great mentor for anyone!
SOCIAL PRESENCE
GitHub
fabo
microframwork for building serverless webapps based on (svelte/any other client)/express/mongodb
JavaScript
4
0
tinysparse
A fork of tinygrad made to work with sparse tensors. Sparse neural networks are here!
Jupyter Notebook
3
0
EMPLOYMENTS
Senior ML Developer
Schenck Process/Sandvik Mining
2022-05-01-Present

Created a computer vision app which performed image segmentation/classification for various industrial tasks hosted on AWS (lambdas an...

Created a computer vision app which performed image segmentation/classification for various industrial tasks hosted on AWS (lambdas and EKS). Also includes the training, data preparation, image treatment pipeline (backend too), problem formutation and modelling, etc.

Flask
NumPy
TypeScript
View more
Flask
NumPy
TypeScript
React
AWS Lambda
PyTorch
View more
Senior Developer
Innovibe
2021-12-01-2022-03-01

Software development agency, developed multiple projects as a fullstack developer, with a focus on decentralized applications. Worked ...

Software development agency, developed multiple projects as a fullstack developer, with a focus on decentralized applications. Worked on a tokenized game and also helped create a large NFT marketplace from the ground up (solana/solidity).

HTML/CSS
PostgreSQL
TypeScript
View more
HTML/CSS
PostgreSQL
TypeScript
React
Back-End
Kubernetes
Blockchain
Solidity
View more
Developer
Oceana Investimentos
2020-02-01-2021-04-01

Worked on analytics/research for a well respected fund, created a database of alternative data sources and assisted in the analysis an...

Worked on analytics/research for a well respected fund, created a database of alternative data sources and assisted in the analysis and retrieval of large amounts of many of these sources. Created internal tools for compliance and a data lake and interface for acessing harvested alternative data sources. Used various models for prediction and understanding of underlying feature interactions. Also performed exploratory data analysis on multiple fronts.

Python
Node.js
MongoDB
View more
Python
Node.js
MongoDB
Selenium
Pandas
JavaScript
Keras
View more
PROJECTS
Moov Urban Transport AppView Project
Brave Investments
2017
Webapp and mobile cross platform app, built for tracking buses in realtime and buying tickets, reserving seats and setting pickup spot. S...
Webapp and mobile cross platform app, built for tracking buses in realtime and buying tickets, reserving seats and setting pickup spot. Started with a few users in the first weeks and after a few weeks was transporting dozens, then after a few months hundreds of users a day. I was the sole developer for most of the duration of the project ~8 months, had an intern for a couple of months and the help of a designer for the duration. I went on to work on another project, the company had internal issues and I left and the app was discontinued 2019. It still ran without my help for another year and a half.
MongoDB
Angular
Meteor
View more
MongoDB
Angular
Meteor
Ionic
Apache cordova
View more
Escalai Fantasy Football AppView Project
Brave Investments
2018
React native fantasy football app. I worked as a frontend developer making the React Native interface.
React native fantasy football app. I worked as a frontend developer making the React Native interface.
React Native
Redux
React Native
Redux