Francisco Javier Humeres Marfan

Mlops Engineer

Ria Money Transfer•  March 2022 - September 2023

Development of real-time Entity Resolution API for company’s transactions, based on a NLP (TF-IDF) search engine for structured and unstructured data.

Senior Software Engineer

Tata Consultancy Services•  February 2022 - November 2022

Technical Lead in the migration of IFRS-9 Credit Risk Models from SAS to Python, for Chile’s largest bank. Implementation of models such as Markov Chains and Bayesian Inference with Python within Spark environment, in compliance with Data Governance standards (GDPR-DMBOK2).

Senior Software Engineer

Entel Ocean•  August 2020 - January 2021

Technical Lead in Mobility Lab “Kamal MTT” (laboratory in collaboration with Ministry of Transportation, for devising applied lines of research with mobile phone data).

BI Consultant

WenuWork•  August 2019 - March 2020

Development of BI system for monitoring Wenu client’s electrical consumption data, obtained from the company's proprietary IoT sensors.

API Management Consultant

Junar•  August 2019 - February 2020

Expert adviser on the development of APIs on Open-Data and API Management platform Junar, for data transfer between actors of the public and private sector in Chile.

Digital Transformation Consultant

E-Government Division, Chilean Government•  October 2018 - May 2019

Expert adviser on the construction of business cases for digital transformation projects across the Chilean Government.

Data Scientist

IndiMin•  August 2017 - April 2018

Development of prototype recommendation system for optimization of payload processes in Iron Ore Mine in the Atacama Desert. Implementation of combined ensemble classifiers and evolutionary algorithms.

Co-Director of R&D project

Universidad Austral de Chile•  March 2016 - March 2017

Co-Director of R&D project funded by Chilean Government Top Technology Transfer Grant (FONDEF IDeA Grant: 220 K US$ in funding for two years). Participation in the elaboration of the successful proposal and supervision of the project for a year, as well as the development of socio-spatial clustering algorithms for mobility data, based on PCA, Network Analysis and Scaling Laws.

Software Engineer

Massachusetts Institute of Technology - MIT•  September 2013 - September 2014

Project Assistant at MIT Media Lab: “Metropolitan Atlas from Social Media.” • Download and pre-processing of twitter geo-located data for 50 Metropolitan Areas around the world (7-8 million tweets). • Development of Clustering algorithm for definition of urban areas, based on Spectral Analysis of Networks (PCA). • Assistance in the writing of proposals for securing 30K+ US$ in funding for the project.