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تم إلغاء حظر المستخدم بنجاح
Felipe Araya Olea, Senior Manager of Artificial Intelligence & Analytics

Felipe Araya Olea

Senior Manager of Artificial Intelligence & Analytics·NEOM

بريطانيا العظمى

ماجستير, Applied Artificial Intelligence

الخبرة العملية

مجموع سنوات الخبرة: 8 سنوات, 11 أشهر

Senior Manager of Artificial Intelligence & Analytics

أغسطس 2025 - حتى الآن

NEOM

الرياض، المملكة العربية السعودية

أغسطس 2025 - حتى الآن

• AI Strategy & Leadership: Led the design and delivery of enterprise-scale AI and
predictive analytics solutions supporting strategic finance and executive decision
making across NEOM.
• AI Capex/Opex Classification: Designed and deployed an end-to-end LLM-powered
classification system to automatically categorise purchase orders. integrating several
AI models to perform document curation, RAG-based retrieval, and explainable AI
outputs within SAP workflows
• AI Insurance: Built entity extraction pipelines for insurance policies and
endorsements, accurately extracting 30+ structured fields using OCR, RAG, symbolic
AI, validation rules, and expert review, achieving ~90% fully error-free documents.
• Executive First AI: Led the development of a data & forecasting chatbot for NEOM
executives to enable them to fully understand the entire Neoms data and forecasting
numbers, including population, tourism, employment, energy, HR, and healthcare.
• Tech Stack: Python, SQL, Azure, Microsoft Fabric, SAP, AI Search, RAG, NLP, LLM,
SQL, LangChain, LangGraph, LlamaIndex, AutoGen, LLMOps, Data Governance,
Docker, Cloud Functions.

مجال الشركة:
البناء والتشييد
الدور الوظيفي:
التشييد والبناء

Instructor of AI & Data Science

ديسمبر 2023 - أكتوبر 2025

Cambridge University

لندن، المملكة المتحدة هجين

ديسمبر 2023 - أكتوبر 2025

• Algorithms from Scratch: Co-develop and taught an advanced program in AI &
Data Science, which included the implementation of machine learning, deep learning
and Agentic AI theories from scratch.
• Technical Topics: Designed the content of several topics such as Generative AI,
Agentic AI, Unsupervised Learning, and detailed intricacies of tree-based algorithms
(Gradient Boosting and XGBoost).
• Tech Stack: Python, SQL, Git, LLM, RAG, Agentic AI, Guardrails, Generative AI.

مجال الشركة:
التعليم الابتدائي والإعدادي والثانوي

Lead Data Scientist

فبراير 2025 - أغسطس 2025

Just Eat Takeaway

London، بريطانيا العظمى هجين

فبراير 2025 - أغسطس 2025

Just Eat Takeaway is a leading global online food delivery marketplace, connecting millions of consumers with restaurants and couriers.

• Logistics & Courier Pay Models: Working in the logistics domain, designing and enhancing models that optimize courier pay while balancing operational costs for the business.
• Optimization: Applied advanced optimisation algorithms to simulate different pay strategies, ensuring fair compensation for couriers while maintaining business profitability.
• Simulations & Modeling: Built robust simulations to test different courier pay policies using historical data and future demand scenarios.
• Cloud Platforms: Developed and deployed scalable solutions using GCloud (Vertex AI, Vertex Pipelines) and AWS to support model training, monitoring, and serving.
• Containerization & Pipelines: Utilized Docker for containerized workflows and automated data pipelines for production-level delivery.

مجال الشركة:
المطاعم وخدمات الطعام
الدور الوظيفي:
النقل والخدمات اللوجستية

Technical Leader – Data and AI

فبراير 2025 - أغسطس 2025

33n Clearnotes

لندن، المملكة المتحدة هجين

فبراير 2025 - أغسطس 2025

• AI Solution: Developed a clinician AI platform used across NHS trusts to convert
clinician-patient conversations into structured, compliant clinical notes that can be
used to help diagnostics and patient medical record keeping, registered as a Class I
medical device.
• End-to-end: Led the design, creation, and delivery of ClearNotes from end-to-end,
including problem definition and stakeholder alignment through prioritization.
• Innovation: I solely created a proprietary multi-layer AI quality and validation
framework that will verify and validate multiple key points; audio quality, transcription
accuracy, summarization quality, and clinical safety, using a multi-stage LLM.
• Tech Stack: Python, SQL, Azure, AWS, OpenAI (Azure-hosted), RAG, LLM, Agentic
AI, Deepgram, Speechmatics, Whisper, Amazon Transcribe, Vector Databases,
Advanced Analytics, Data Governance.

مجال الشركة:
الأجهزة الطبية والصحية
الدور الوظيفي:
الطب والرعاية الصحية والتمريض

Lead Data Scientist

نوفمبر 2024 - فبراير 2025

Rylee

لندن، المملكة المتحدة

نوفمبر 2024 - فبراير 2025

• Purpose: E-commerce platform designed to assist customers with product insights and
market analysis to improve their market strategies on Bol.com and Amazon
• Time Series and ML: Created a robust ML (XGBoost) model capable of predicting
sales of thousands of products across different category levels.
• API: Created an API to handle product queries, giving insights and sales forecasting
using Flask and serverless frameworks AWS Lambda.
• ETL: Designed ETL pipelines using Airflow, AWS, async solutions, and Spark to
orchestrate and automate the feature engineering process.
• Tech Stack: Python, SQL, Airflow, PyTorch, AWS, ETL, Git, Digital Ocean,
Snowflake.

مجال الشركة:
البيع بالتجزئة وبالجملة

Lead AI Data Scientist

يوليو 2024 - نوفمبر 2024

Homemove

لندن، المملكة المتحدة

يوليو 2024 - نوفمبر 2024

• Purpose: Homemove is a platform offering various moving-related services, including
surveys, removals, and mortgages, all integrated within a single app.
• AI tools: Led the development an LLM-powered negotiation tool, which allows users to
obtain quotes and negotiate prices in real time, add customers to our CRM system
automatically, and alert the sales team upon successful negotiation.
• Data Transformation and ETL: Led the data transformation initiative, leveraging
Snowflake, dbt, AWS, and Airflow to automate data ingestion and transformations.
• Likelihood to sell a property: Developed an ML model aim at reducing marketing costs
and improving targeting by identifying home movers in the next 6 months
• Tech Stack: Airflow, Snowflake, dbt, SQL, Python, AWS, Git, PyTorch.

مجال الشركة:
العقارات

Senior Data Scientist & AI

يناير 2022 - يناير 2024

Outra

لندن، المملكة المتحدة

يناير 2022 - يناير 2024

Engineer
• Purpose: Property insight company that specialises in providing clients with targeted
data at a household level to focus on their resources and delivery of their services.
• AI Tools: Built LLM model assistants for code documentation and feature extraction
from property listing descriptions through RAG models connected with Confluence
and Zoopla API.
• Machine Learning: Created two major models that became the champion models for
the company; Propensity to move home and propensity to list your property using
XGBoost and LightGBM.

مجال الشركة:
تخطيط المشاريع والبناء

Senior Data Scientist

أغسطس 2019 - فبراير 2022

Vida Bank

لندن، المملكة المتحدة

أغسطس 2019 - فبراير 2022

• Machine Learning: Created and worked on several models such as cashflow models,
early redemption models, default models, pre-payment models, and conversion
models using time-series, classification, and survival analysis.
• Tech Stack: Python, R, XGBoost, ARIMA, Random Forest, Survival Analysis, Azure
DevOps.

مجال الشركة:
الخدمات المالية

Senior Data Scientist

يناير 2017 - يناير 2019

Botster AI

لندن، المملكة المتحدة

يناير 2017 - يناير 2019

• Machine Learning: Worked on several models such as lifetime value, sales
forecasting, and customer segmentation
• Tech Stack: Python, logistic regression, Random Forest, deep learning, neural
networks.

مجال الشركة:
خدمات الاستشارات التجارية

التعليم

Instituto Europeo de Posgrado

فبراير 2025

فبراير 2025

ماجستير، Applied Artificial Intelligence

أسبانيا

Kingston University

يونيو 2016

يونيو 2016

بكالوريوس، Business Management with Math

المملكة المتحدة

Adolfo Ibanez University

يونيو 2013

يونيو 2013

بكالوريوس، Civil Engineering

شيلى

Skills

Artificial Neural Networks
Expert
Artificial Neural Networks
Expert
Artificial Intelligence
Expert
Artificial Intelligence
Expert
Machine Learning
Expert
Machine Learning
Expert
Python
Expert
Python
Expert
REAL ESTATE
Expert
REAL ESTATE
Expert
COMPUTER LITERACY
Expert
COMPUTER LITERACY
Expert
TECHNICAL SUPPORT
Intermediate
TECHNICAL SUPPORT
Intermediate
TEACHING
Expert
TEACHING
Expert
MACHINE LEARNING ALGORITHMS
Expert
MACHINE LEARNING ALGORITHMS
Expert
Neural Networks
Expert
Neural Networks
Expert
Deep Learning
Expert
Deep Learning
Expert
LLM
Expert
LLM
Expert
AI
Expert
AI
Expert
AWS
Expert
AWS
Expert
Google Cloud
Expert
Google Cloud
Expert
GCloud
Expert
GCloud
Expert
Azure
Expert
Azure
Expert
Git
Expert
Git
Expert
ETL
Expert
ETL
Expert
ELT
Expert
ELT
Expert
MLFlow
Expert
MLFlow
Expert
Snowflake
Expert
Snowflake
Expert
Databricks
Expert
Databricks
Expert
Airflow
Expert
Airflow
Expert
Docker
Expert
Docker
Expert
ARTIFICIAL INTELLIGENCE
Expert
ARTIFICIAL INTELLIGENCE
Expert
LOGISTICS
Expert
LOGISTICS
Expert
FINANCIAL TECHNOLOGY FINTECH
Expert
FINANCIAL TECHNOLOGY FINTECH
Expert
DATA SCIENCE
Expert
DATA SCIENCE
Expert
E COMMERCE
Expert
E COMMERCE
Expert
ARTIFICIAL INTELLIGENCE
Intermediate
ARTIFICIAL INTELLIGENCE
Intermediate
CLOUD INFRASTRUCTURE
Intermediate
CLOUD INFRASTRUCTURE
Intermediate
CORPORATE FINANCE
Intermediate
CORPORATE FINANCE
Intermediate
CORPORATE STRATEGY
Intermediate
CORPORATE STRATEGY
Intermediate
DATA SCIENCE
Intermediate
DATA SCIENCE
Intermediate
LEADERSHIP
Intermediate
LEADERSHIP
Intermediate
MACHINE LEARNING
Intermediate
MACHINE LEARNING
Intermediate
PREDICTIVE ANALYTICS
Intermediate
PREDICTIVE ANALYTICS
Intermediate
PURCHASING
Intermediate
PURCHASING
Intermediate
STRATEGIC DECISION MAKING
Intermediate
STRATEGIC DECISION MAKING
Intermediate

حسابات مواقع التواصل الاجتماعي

اللغات

الانجليزية

اللغة الأم

الاسبانية

اللغة الأم

التدريب و الشهادات

الشهادات
AI Engineer
Machine Learning Specialization
Applied Generate AI and Agentic AI
Cambridge University - Data Science Accelerator
Dec 2023
DeepLearning.AI - AI for Medical Prognosis
Feb 2022
Stanford University - Machine Learning Specialization
Mar 2023
Databricks AI Engineer Associate
Jan 2025 - Jan 2027

الهوايات والاهتمامات

Artificial Intelligence

Recruited by Cambridge University to develop an advanced online data science course for them due to my level of technical knowledge. It included teaching machine learning algorithms from scratch and Data Science techniques.