Experience

AILY LABS

• Germany
• Technology, Information and Internet
• 1 - 100 Employee

• Principal Data Scientist

  • Apr 2023 - Present

  Barcelona, Catalonia, Spain Aily is a scale-up that develops an easy-to-integrate app powered by AI for personalized business insights in the healthcare industry. Activities: - Building and leading AI insights team: delivering SaaS data driven solutions at scale, such as data driven content creation, and user recommendations - Building and leading Generative AI team: delivering use cases involving content creation and summarization, hyper-personalization, decision making, and automated code generation… Show more Aily is a scale-up that develops an easy-to-integrate app powered by AI for personalized business insights in the healthcare industry. Activities: - Building and leading AI insights team: delivering SaaS data driven solutions at scale, such as data driven content creation, and user recommendations - Building and leading Generative AI team: delivering use cases involving content creation and summarization, hyper-personalization, decision making, and automated code generation Technologies: Python, Pandas, PyTorch, OpenAI, LLMs, LangChain, AWS, Airflow, CUDA, Bitbucket, MLOps, CI/CD, Docker, Git, Jira Show less



Eraneos - Powered by Quint

• Netherlands
• Business Consulting and Services
• 200 - 300 Employee

• Senior Data Scientist

  • Nov 2021 - Feb 2023

  Amsterdam, North Holland, Netherlands Eraneos is a global Management & Technology Consultancy group that shapes the digital future of organizations. Activities: - Built a transformer-based NLU entity matching solution for inventory optimization and spend analytics for manufacturing industry - Led development of large sales dataset unification at scale, and forecasting solutions for international client in consumer goods industry - Developed an optimization algorithm to improve throughput of automated tablet… Show more Eraneos is a global Management & Technology Consultancy group that shapes the digital future of organizations. Activities: - Built a transformer-based NLU entity matching solution for inventory optimization and spend analytics for manufacturing industry - Led development of large sales dataset unification at scale, and forecasting solutions for international client in consumer goods industry - Developed an optimization algorithm to improve throughput of automated tablet packaging for pharmaceutical industry client Technologies: Python, Pandas, Scikit-learn, PyTorch, AWS, SageMaker, Azure Data Factory, PySpark, Databricks, Hive, Plotly, R, Docker, Git, Jira Show less



Group 42

• United States
• Oil & Energy
• 1 - 100 Employee

• Lead Data Scientist (AIQ - ADNOC & G42 JV)

  • Apr 2020 - Nov 2021

  Abu Dhabi, United Arab Emirates Group 42 is an Abu Dhabi based artificial intelligence and cloud computing company. AIQ provides ADNOC with state of art data driven solutions that allow to increase process efficiency, decrease costs, and improve quality across the all oil and gas business streams Activities: - Led development of a real time anomaly detection and diagnostics solution for non-productive time prevention during drilling - Led development of a computer vision solution for automated interpretation of… Show more Group 42 is an Abu Dhabi based artificial intelligence and cloud computing company. AIQ provides ADNOC with state of art data driven solutions that allow to increase process efficiency, decrease costs, and improve quality across the all oil and gas business streams Activities: - Led development of a real time anomaly detection and diagnostics solution for non-productive time prevention during drilling - Led development of a computer vision solution for automated interpretation of geological images that required training on small number of annotated images - Contributed to forming the data science team, interviewing and mentoring new team members, scoping and managing new projects

• Senior Data Scientist

  • Apr 2019 - Mar 2020

  Abu Dhabi, United Arab Emirates - Developed algorithms and methodologies for automated interpretation of petrophysical images through computer vision (object detection, semantic segmentation, unsupervised models) - Analyzed operational data of pipeline system, monitored and controlled by 400+ sensors and actuators, and improved existing predictive maintenance strategy Technologies: Python, Pandas, Scikit-learn, Statsmodels, NetworkX, PyTorch, Plotly, CUDA, Docker, Git, Jira, OpenCV



Origami Energy

• Data Scientist

  • Dec 2017 - Apr 2019

  London, United Kingdom Origami is the leading independent energy data platform, providing advanced SaaS applications for asset owner-operators, energy services companies, and route-to-market providers Activities: - Developed algorithms and automated pipelines for real-time processing of UK Balancing Market Bid & Offer data, that enabled creation of company energy trading data platform - Developed a multi-variate LSTM real-time forecasting model of UK Electricity Balancing Market for energy assets… Show more Origami is the leading independent energy data platform, providing advanced SaaS applications for asset owner-operators, energy services companies, and route-to-market providers Activities: - Developed algorithms and automated pipelines for real-time processing of UK Balancing Market Bid & Offer data, that enabled creation of company energy trading data platform - Developed a multi-variate LSTM real-time forecasting model of UK Electricity Balancing Market for energy assets portfolio optimisation Technologies: Python, Pandas, Scikit-Learn, Tensorflow, Keras, Git, MongoDB, PostgreSQL, Airflow, Graphana, Bokeh, Jira Show less



Schlumberger

• United States
• Oil and Gas
• 700 & Above Employee

• Research Scientist - Drilling Technologies

  • May 2014 - Nov 2017

  Cambridge, United Kingdom Schlumberger is the world's leading oilfield service provider of cutting edge solutions for reservoir characterization, drilling, production and processing. Activities: - Invented a downhole metal cutting tool, and provided recommendations and support to engineering team during tool development, testing, and integration - Developed finite element models for rock cutting and elastomer fatigue failure that enabled improvements in drill bits and mud pumps design - Organized and… Show more Schlumberger is the world's leading oilfield service provider of cutting edge solutions for reservoir characterization, drilling, production and processing. Activities: - Invented a downhole metal cutting tool, and provided recommendations and support to engineering team during tool development, testing, and integration - Developed finite element models for rock cutting and elastomer fatigue failure that enabled improvements in drill bits and mud pumps design - Organized and led testing campaigns, defined and led research activities with universities, authored research reports and one patent Technologies: Python, Pandas, Scikit-Learn, OpenCV, Matlab, ABAQUS, LabView, Creo Parametric Show less



Department of Engineering at the University of Cambridge

• United Kingdom
• Research Services
• 100 - 200 Employee

• Supervisor: undergraduate course IB Mechanics

  • Jan 2013 - Jun 2013

  Kinematics and dynamics of rigid bodies. Supervised thirteen 2nd year undergraduates and marked their College exams.



UC Berkeley

• United States
• Education Administration Programs
• 1 - 100 Employee

• Visiting Scholar

  • Jan 2010 - Jun 2010

  Berkeley, CA - Study of atomic structure by synchrotron radiation X-ray diffraction, using data acquired at Berkeley Lab and Argonne National Lab - Collaborated with the company Calera Corporation for quantitative phase analysis of new cement blends - Produced 2 scientific publications in leading journals