Hi, I'm Aida Monteiro, a Senior Data Scientist and AI Specialist with over 12 years of experience in delivering advanced analytics and machine learning solutions across sectors like energy, finance, and logistics. I am skilled in Python, TensorFlow, and cloud platforms such as Azure and AWS, and I enjoy building predictive models and deploying AI solutions that drive business success. I’m passionate about collaborating with cross-functional teams to integrate AI-driven decision intelligence and ensure models are accurate, unbiased, and performant in real-time environments. I thrive on solving complex challenges and contributing to data-informed strategies that impact leadership decisions.

Aida Monteiro T

Hi, I'm Aida Monteiro, a Senior Data Scientist and AI Specialist with over 12 years of experience in delivering advanced analytics and machine learning solutions across sectors like energy, finance, and logistics. I am skilled in Python, TensorFlow, and cloud platforms such as Azure and AWS, and I enjoy building predictive models and deploying AI solutions that drive business success. I’m passionate about collaborating with cross-functional teams to integrate AI-driven decision intelligence and ensure models are accurate, unbiased, and performant in real-time environments. I thrive on solving complex challenges and contributing to data-informed strategies that impact leadership decisions.

Available to hire

Hi, I’m Aida Monteiro, a Senior Data Scientist and AI Specialist with over 12 years of experience in delivering advanced analytics and machine learning solutions across sectors like energy, finance, and logistics. I am skilled in Python, TensorFlow, and cloud platforms such as Azure and AWS, and I enjoy building predictive models and deploying AI solutions that drive business success.

I’m passionate about collaborating with cross-functional teams to integrate AI-driven decision intelligence and ensure models are accurate, unbiased, and performant in real-time environments. I thrive on solving complex challenges and contributing to data-informed strategies that impact leadership decisions.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate

Work Experience

Senior Specialist - Business Data Analyst at ADNOC HQ, Abu Dhabi
July 31, 2025 - July 25, 2025
Led development of market intelligence dashboards and AI-driven analytics models supporting leadership decision-making. Managed strategic analytics initiatives driving data-informed decisions across business functions. Conducted market data research and sentiment analysis to monitor global oil and gas trends. Built an oil price prediction model using time series forecasting. Automated real-time data ingestion and model retraining pipelines using Azure and Python. Developed predictive models for COVID-19 scenario planning, compliance dashboards, and delivered strategy reports to executives. Applied predictive analytics to optimize vessel turnaround and fuel efficiency, integrated external market data APIs for feature enrichment, and led model validation ensuring accuracy and compliance with KPIs.
BI Consultant (Data Analytics & Data Science) at DP World (Consultancy: Bitech MiddleEast), Dubai
September 30, 2019 - July 25, 2025
Developed and deployed AI solutions for logistics time series forecasting and route optimization. Automated complex reporting using ML-driven insights. Designed feature engineering workflows with SQL and Python. Used web scraping for critical trade data and built sentiment analytics. Delivered logistics performance dashboards with SAS visual analytics and SQL. Conducted root-cause analytics and process optimization for container movements. Supported automation strategy through predictive modeling and insights delivery.
Application Development TL at Accenture Solutions Private Limited, Bengaluru
July 31, 2018 - July 25, 2025
Developed and implemented deep learning models for email categorization using Keras, improving processing efficiency. Engineered entity and relationship representation utilizing Neo4j graph DBMS for sophisticated data modeling.
Data Scientist at GE Digital, Bengaluru
May 31, 2018 - July 25, 2025
Led cash flow forecasting initiative for Accounts Payable, enhancing prediction accuracy. Developed statistical models in Python using machine learning to predict cashflow, leveraging big data extraction with PySpark. Improved supplier identification with normalization techniques using ML algorithms. Worked on NLP text classification and refined data accuracy through string matching, cosine similarity, and fuzzy matching techniques in Python.
Senior Data Analyst at GE Capital, Bengaluru
November 30, 2016 - July 25, 2025
Developed architecture for the Movement Planner scenario analytics project using R. Automated scenario runs and enhanced rail movement planning efficiency. Created dashboards and reports with Rmarkdown and visualization libraries. Collaborated on real-time rail scenario optimization. Trained data analysts in R programming. Prepared data and detected outliers using SQL Server. Built analytical models for prioritization projects with PostgreSQL. Automated reporting with Python scripts and Excel VBA.
Data Analyst at GE Capital, Bengaluru
April 30, 2015 - July 25, 2025
Developed portfolio reporting tools. Executed data validation projects ensuring dataset accuracy. Designed dynamic dashboards and scorecards using Excel and VBA. Delivered training on SAS and Excel VBA. Enhanced industry expertise through UK Home Lending team visit.
Data Analyst at GE (Consultancy: CEO Talent search Pvt Ltd), Bengaluru
July 31, 2013 - July 25, 2025
Analyzed complex data sets related to GE UK's home lending risk. Developed daily, weekly, and monthly risk reports in SAS. Supported GE UK home lending risk reporting with advanced analytics. Designed and implemented Price Elasticity Model for Personal Loans using multilinear regression in SAS. Customized reporting solutions to meet GE Capital HQ analytical needs.

Education

M.Sc. at Mangalore University
January 1, 2012 - December 31, 2012
B.Sc. at St. Aloysius Degree College, Mangalore, India
January 1, 2010 - December 31, 2010

Qualifications

GenAI for Executives & Business Leaders – IBM (Coursera)
January 1, 2023 - December 31, 2023
AI For Everyone – DeepLearning.AI
January 1, 2023 - December 31, 2023
Introduction to Artificial Intelligence - Coursera
January 1, 2023 - December 31, 2023

Industry Experience

Energy & Utilities, Financial Services, Transportation & Logistics