Marco Lerena

Software Engineer, NLP at Hyro
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Contact Information
us****@****om
(386) 825-5501
Location
Tel Aviv District, Israel, IL

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Experience

    • United States
    • Software Development
    • 1 - 100 Employee
    • Software Engineer, NLP
      • Feb 2023 - Present

      Turning client data into knowledge graphs. Composing NLP agents with computation graphs in python.

    • Full Stack Engineer
      • Oct 2021 - Feb 2023

      Building UIs to customize bots. React, Nodejs, Mongodb.

    • South Africa
    • IT Services and IT Consulting
    • 1 - 100 Employee
    • Ecommerce Architect
      • Jan 2021 - Sep 2021

      Architecting both in-house and client commissioned solutions. Involves both client engagement and technical implementation; Interface design, full stack development, and deployment of solutions.Technologies:- AWS- Mongodb- Nodejs- Angular, React, HTML, CSS- PHP, Wordpress

    • Freelance Web Developer
      • Jan 2018 - Jan 2021

      Custom web-app development with the MEAN stack - MongoDb, ExpressJs, Angular and NodeJs.Key Projects: - Click2Order: Online Grocery Orders- SiteCircles: Architectural Document VCS

    • South Africa
    • Financial Services
    • 700 & Above Employee
    • Data Scientist
      • Feb 2019 - Jul 2020

      Actuarial & Analytics Team in Short Term Insurance. Producing actionable insights, models and algorithms to improve pricing, claims, capacity, and various other aspects of the business. Highlighting the business value and selling the solution to the relevant stakeholders is a key part of the process. Developing web applications to deploy the solutions into production, and monitor their performance over time. Key projects: - Rewards calculation and data management component of the 'Activate by absa' telematics insurance product. - Reinsurance data management and reporting system. - A fraud watch-list processing system checking each claim for links to fraud. Technologies: - Postgressql, mssql server - Python (Pandas, Flask, xgboost/lightGbm, Plotly, and others) - Docker - Openshift Show less

    • Market Research
    • 1 - 100 Employee
    • Data Analyst Intern
      • Jan 2017 - Feb 2018

      Part time intern for Arthur Goldstuck of World Wide Worx/Gadget. Aided research into ongoing technology trends in South Africa. Computing statistics and contributing to the analysis of technology adoption across various industries. Wrote product reviews for Gadget; SA's first online tech magazine. Part time intern for Arthur Goldstuck of World Wide Worx/Gadget. Aided research into ongoing technology trends in South Africa. Computing statistics and contributing to the analysis of technology adoption across various industries. Wrote product reviews for Gadget; SA's first online tech magazine.

Education

  • University of the Witwatersrand
    BSc (Hons) Big Data Analytics, Data Science
    2018 - 2018
  • University of the Witwatersrand
    BSc Computer Science & Information Systems, Bachelor’s Degree
    2015 - 2017

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