Douglas Paris
Data & AI Analytics Professional
I build forecasting systems, executive dashboards, and AI-powered analytics workflows for finance stakeholders.
Who I Am
Data professional with 5+ years of experience in analytics, forecasting, modeling and AI-driven analytics across payments and financial services. Experienced in SQL, Python, PowerBI, machine learning, cloud-based pipelines (Google Cloud, Firebase, APIs) and hands-on projects in AI automation and NLP, as well as guiding analysts and communicating insights to business stakeholders.
Currently pursuing an MSc in Computer Science at Georgia Tech (Expected 2027) to deepen expertise in Data Science and Machine Learning.
Work History
Kushki
- •Designed and validated a custom forecasting framework (SQL, PowerBI) for volumes, revenue, and costs, outperforming ARIMA/SARIMA baselines.
- •Built models for commercial KPIs and applied anomaly detection to identify deviations in trends and volumes.
- •Conducted ad-hoc performance analysis (take rate, weekly trends, anomaly detection, post-mortems).
- •Automated reporting workflows using n8n and LLMs, enhancing monitoring efficiency.
- •Google Cloud based web app for internal data consumption, including AI agents.
Billpocket
- •Built dashboards and models (PowerBI, SQL, Python) to support data-driven decision-making.
- •APIs and services integrations (Shiny R, PowerBI Service) for real-time data pipelines.
- •Conducted exploratory analysis for revenue optimization and churn prediction.
Grupo Mega
- •Responsible of loan portfolio data analysis and visualizations, reporting to investors, funders and board of directors.
- •Management of liabilities, risks, derivatives, due diligence and KYCs, calculation of provisions for credit risks, portfolio stress tests, among others.
Featured Work
2026
Bayesian modeling and Monte Carlo simulation to estimate Mexico's stage-by-stage advancement probabilities and visualize uncertainty-driven tournament paths.
2024
Custom GPT assistant fine-tuned with Mexican law to automate FAQs and compliance checks via WhatsApp/Google Cloud.
2021
Cross-Exchange Market-Maker algorithm and backtest, using BTC/EUR assets listed in two blockchain-based exchanges, BitFinex and Kraken.
Technical Expertise
Academic Background
Georgia Institute of Technology
MSc, Computer Science
ITESO Universidad Jesuita de Guadalajara
Bachelor's Degree, Financial Engineering
Centro de Enseñanza Técnica Industrial
Technologist, Automatic Control and Instrumentation
Credentials
C1 English Certificate (TOEFL iBT)
ETS
Natural Language Processing in TensorFlow
DeepLearning.AI
Neural Networks and Deep Learning
DeepLearning.AI
Hadoop Platform and Application Framework
UC San Diego
Let's Connect
I'm always interested in discussing new opportunities in data analytics, AI, and business intelligence.