Lead Economist

• Apr 2023 - Present

At Liqi we want to revolutionize how Lending & Risk Assessment is done for SME's. We embrace Data-driven approaches and reconcile traditional methods with access to High-frequency data. State-or-art AI techniques and tools such as Generative AI let us to solve to issues regarding SME's: scalability and flexibility. - Design and implement Credit Risk Strategy - Create algorithmic Credit Risk Assessment - Research on Risk assessment with Transactional & High Frequency data - Design multiple stakeholders Reporting at scale - Credit Portfolio Management design - Economic Outlook Show less

Lead Data & AI

• Jan 2023 - Apr 2023

I help companies to enhance business and decision making process with Data & AI such integrated solutions, advanced statistics, machine learning and deep learning methods.We specialize in the finance, banking, insurance and utilities industries within a wide arrange of areas (marketing, pricing, risk management and supply chain).Internally I lead a team of 6 Data Scientist dealing with organization and skill development. In addition I interact with different stakeholders like Business Analyst to Senior Partners to bridge Traditional management consulting and AI. Show less

Sr. Data Scientist

• Jul 2022 - Jan 2023

My team and I focus on providing our clients with tailored suited and mostly unique AI solutions, combining field expertise with a great array of statistical, machine learning and general data-driven methods. We specialize in: - Supervised Learning (Classification, Propensity and Regression) Tasks with interpretable and/or highly predictive power algorithms. - Time Series Analysis (Advanced Econometrics & ML/DL methods).- Data Communication with Interactive & Automatic Reporting, Dashboards and Web Apps to enhance Business Intelligence.Our work is based on:- Strong and rule-based Data Cleaning & Wrangling -> Reproducibility.- Documented Exploratory Data Analysis -> Transparency- Robust Modelling -> Efficacy Main industries and fields of applications: - Insurance - Finance - Banking- Energy- Business Intelligence (SME's)My daily tasks regard: - Coordinate a team of Data Scientists.- Assessing the client's need from a 360 perspective: Project-wise, Statistical, and DevOps.- Designing the workflow, planning implementation, and risk assessment for each subfield. - Assess the client's use and integration of Advanced Analytics and Data in the business process.- Create together with the strategy team processes and models to explode in-house and external data usage.- Internal Research & Development of algorithms in the fields of Regression & Classification and Clustering mainly.- Update the company's internal Tech Stack and spread Data Literacy.- Product Development to leverage Management Consulting with better AI integration.@ Innovation Team (A Cerved Group Company) Show less

Data Scientist

• Mar 2021 - Aug 2022

My daily tasks regard: - Build statistical models mainly for Classification and Regression problems (both GLM and Gradient Boosting family).- Create algorithms for decision-making following data-driven and business expertise approaches. - Apply a great array of Quantitative methods (from simple stats to Deep Learning clustering) to support Business and Strategy Design at low and high management levels.- Communicate results to different stakeholders- Produce automatic reports, slides, dashboards, apps).- Research for new methods and best practices in applied Data Science for Business & Finance.Toolkit: - R Programming (data.table, tidyverse, markdown, Quarto and Shiny expertise. Package Development).- h2o.ai and mlr3 for Machine Learning.- Git for Version Control.- AWS EC2 and Docker- Practical knowledge of CSS and HTML.- Basic practical knowledge of SAS, Python and SQL.- Basics of Spark.@ Innovation Team (A Cerved Group Company) Show less

Member

• Oct 2021 - Apr 2023

Macroeconomist

• Mar 2019 - Feb 2021

In TRT the approach is multidisciplinary-oriented, my role involves economic and transport analysis in local and regional contexts. - Advanced Economic Modelling with System Dynamics and Econometrics. - Economic Outlook Forecast - Quantitative methods for Policy Impact Assessment EU Funded Projects: - ASTRA-EC: System Dynamics economic - transport modeling for European policy analysis. - CAD-Employment - System Dynamics modeling on labour impacts of AV vehicles disruption in Europe. - HARMONY - Regional Economic Model for impact assessment on local labour. - TRILATERAL (US - EU - JP). Dynamic Modelling for Impact Assessment group participant. Show less

Research Analyst

• Apr 2017 - Mar 2019

My main role was to prepare useful insights on diverse economic issues then used them for decision-making. - Emerging Markets economic activity indicators analysis - Emerging Markets Monetary Policy analysis - Economic Outlook forecasting (tunning) My main role was to prepare useful insights on diverse economic issues then used them for decision-making. - Emerging Markets economic activity indicators analysis - Emerging Markets Monetary Policy analysis - Economic Outlook forecasting (tunning)

Junior Research Analyst

• 2015 - 2017

- Local and National Activity Indicators analysis and reporting (Petroleum and Gas production). - ARIMA modeling Petroleum Royalties. - Local and National Activity Indicators analysis and reporting (Petroleum and Gas production). - ARIMA modeling Petroleum Royalties.