Adrian Guerra

Adaminds

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Founder

Swisscom

Business Analyst

Capgemini

Senior Data Analyst

Cebedia

Koch Supply & Trading

Data Scientist

AI & Business Intelligence Consultant

Marketing Scientist helping agency founders grow 💜⚡️

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Adamax is a full-service software development and technology consulting company, specializing in data science and analytics solutions. Our services include product development, digital transformation and IT operations for businesses.

Cubist Systematic Strategies

Quantitative Research Analyst

Portofino Technologies

• Alpha Research: Feature generation,  employed ensemble techniques for customized target prediction.
• Pricing Research: Developed a dynamic pricing model for static arbitrage.
• Simulation Environment: Contributed to the simulation matching engine used in the research framework.

Quantitative Researcher

Vontobel Asset Management

Quantitative Analyst in Vontobel's Center of Excellence Investments, for the Business Unit Multi Asset in the Department Vescore (Quantitative, model-based investment), Team Research Beta. In this role, the main duties and responsibilities included the following tasks:

- Maintenance and improvement of existing systematic equity strategies
- Development of new systematic equity strategies using artificial intelligence
- Research on portfolio construction by using machine learning methods
- Support of portfolio management with information regarding trading strategies

Quantitative Analyst

greenTEG AG: Thermal Sensing Experts

Research and Development - Algorithm Team

Internship in greenTEG, working mainly with time-series data. My focus was the development of algorithms used for high-resolution core body temperature tracking, including greenTEG's new product CORE. The development process included the entire machine learning pipeline, namely:

- Cleaning and filtering raw signals, in the form of time-series data.
- Architecture of Regression models for continuous time-series predictions.
- Hyper-parameter model optimization.
- Evaluation of the model using validation and testing techniques. 
- Deployment of algorithm.

Data Science Intern

ETH Zürich

Deep Learning (Graduate level course). The content of the class included:
- Backpropagation
- Theory and applications of the main neural networks (CNNs, RNNs, etc.. )
- Memory and Attention mechanism
- Optimization
- Generative models (VAEs, GANs)

Teaching Assistant

TechSpark Academy

Cybersecurity week-end consisting of mentoring teenagers working on Google's capture the flag beginner's quest.

Cyber Security Instructor

EPFL (École polytechnique fédérale de Lausanne)

Worked in the Programming Methods Laboratory (LAMP) under the supervision of Pr. Viktor Kuncak on a functional programming verification tool called Stainless.

taplio

The Battle

Adrian Guerra

Gabriel Hayat

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