I have extensive experience leveraging advanced tools and methodologies to design, optimize, and deploy trading strategies and machine learning models in financial markets. Below are the key aspects of my expertise:Tools Proficiency • MultiCharts: Developed and backtested multi-asset strategies using scripting and analysis tools. • TradeStation & EasyLanguage: Coded and refined trading algorithms, integrating custom indicators and automated systems. • Weka: Explored rule-based machine learning techniques for pattern discovery in trading datasets. • TWS IBKR: Connected and executed automated trading strategies through the Interactive Brokers API. • Python: Core language for developing data pipelines, modeling, and trading system integrations.Methodologies and ExpertiseMachine Learning (ML) • Implemented rule-based models to uncover high-confidence trading setups. • Applied supervised learning methods like Decision Trees, SVM, XGBoost, Random Forest, and Linear Regression for predictive modeling in financial data.Deep Learning (DL) • Designed and deployed models using LSTMs, RNNs, and CNNs for time-series forecasting and classification. • Specialized in tabular classification, image classification, and Natural Language Processing (NLP) for news sentiment analysis and market prediction.Deep Reinforcement Learning (DRL) • Developed hybrid strategies combining LSTM embeddings with Reinforcement Learning (RL) for adaptive decision-making in volatile markets.Applications • Integrated AI models into trading systems to optimize performance metrics such as Sharpe Ratio and profitability. • Improved signal generation and strategy refinement using advanced data science workflows. • Conducted thorough backtesting and forward testing to ensure model robustness and adaptability.This combination of tools and methodologies allows me to deliver innovative, data-driven solutions to complex challenges in quantitative trading.

Quantitative Trading Specialist* Developed, tested, and deployed a suite of advanced artificial intelligence algorithms using Deep Learning, Machine Learning, and Reinforcement Learning techniques within automated trading systems. Achieved consistent monthly returns over 10% with a drawdown maintained below 10%, managing asset portfolios exceeding $150,000 USD.* Exceeded rigorous account funding benchmarks by maintaining a 10% monthly return with balanced risk exposure, demonstrating exceptional risk management skills and sustained high performance.* Performed comprehensive analysis and optimization of trading robots, enhancing their efficiency and profitability through precise, data-driven adjustments.* Applied cutting-edge scientific research from academic papers directly into trading strategies, ensuring continuous innovation and technological advancement in trading practices.* Leveraged advanced programming skills in Python and related languages for sophisticated data analysis and algorithm development, further strengthening trading system capabilities.Skills: - Deep Learning, Machine Learning, Reinforcement Learning: Practical application of advanced AI techniques in quantitative trading to develop robust and profitable strategies. - Trading Robot Analysis: Expert evaluation and optimization of automated trading systems to maximize efficiency and profitability. - Scientific Research: Seamless integration of the latest scientific advancements into practical trading solutions. - Programming: Advanced proficiency in Python, essential for developing complex trading algorithms and conducting data analysis.

• Development and maintenance of a turism industry software using preferably: Visual Basic .NET (NET) · C# · Python · APIs.• This software was built to connect partners with an easy interface. We were involved in the API Development to make the connection faster and easier for the clients.• I worked in a team of 7-10 people directly with a low hierarchy where we were helped, and we also helped other team members with the same facility (obviously when we had the knowledge to give it to them). But also, we were integrated with other teams and departments. In these terms, the company was really connected, and we were working all together to one unique goal.• The tool was in constantly change so we had to adapt to these changes for our clients.

• Operated as an SAP FI Consultant in TRM (Treasury) in Indra working for REPSOL (onsite client office) with the use of personalizes software (“z”) in closed collaboration with 4 other departments, achieving a 120% boost in operational efficiency.• Handled operations with ease in a specialized program, allowing the publication of the necessary data for the bank and the Treasury.• Acquired advanced technical training in the TRM module and resolved important cases of payments and collections, demonstrating exceptional problem-solving skills.

• Created web pages for health products, editorial products, and finance, as well as an online magazine from scratch with wordpress.• Managed the legality necessary to sell the different products, as well as the marketing and brand strategy of the companies.• Supervised the details of online marketing, which included email marketing, online advertising, online positioning (SEO), brand creation, inbound marketing, price management, materials management, payments, and collections.• Praised for personal delivery compared to the work of other large marketing companies, achieving at least 70% more productivity.• Administered the delivery of more than 7 online projects in the book industry, as well as the health sector.

• Awarded one of the top spots in the ISU Module (utilities) after completing a selective training program.• Implemented an evolutionary of the FRM module after taking client requirements and testing it to verify that it functions correctly with strong attention to detail.• Played a key role within a team with 4 other seniors for the maintenance of CEPSA's utility business, which improved efficiency.• Worked in maintenance within treasury (TRM), helping to resolve all kinds of incidents with JIRA. • Selected to work at the CEPSA client's headquarters to perform large support tasks in the ISU module I had been trained in.• Served as an SAP Consultant in ISU (SAP FICA included) to support CEPSA Systems (on-site client office), while working with 5 other departments to solve the different situations of the system.