# Juan De Guzman > Software Engineer and Trading Analyst Location: London, England, United Kingdom Profile: https://flows.cv/juandeguzman Trading Analyst and Software Engineer with hands-on experience in algorithmic trading, execution systems, and market data analysis across gas and power markets. Combines high-performance engineering with strong analytical capabilities to identify and systematically exploit market opportunities. ## Work Experience ### Software Engineer and Trading Analyst @ Dare Jan 2025 – Present | London Area, United Kingdom - Developed new algorithmic platform for trading power and gas in C#/Python. - Built out data pipelines for relevant market data for power and gas. - Built customised dashboards to support traders with live market insights. ### Assistant Mechanical Engineer @ COWI Jan 2023 – Jan 2024 | Greater London Software Projects Environmental Impact Assessment (EIA) Pro Responsible for obtaining more training dataset for fine tuning our LLM. Thus I created a RAG system with AzureOpenAI and Langchian to extract specific data from multiple EIA pdfs to obtain more training data. Engineering Library Implemented 6 new features and 4 new content updates to the in-house engineering library, resulting in significantly improved efficiency of engineering tasks. Incorporated a suite of 6-unit tests to ensure the reliability and robustness of newly introduced functionalities. Executed 10 Software Quality Assurance processes, meticulously reviewing pull requests to guarantee software quality and compliance with industry standards and codes. Offshore and Green Fuel Projects RWE Power Plant Responsible for developing 5 different plot plan designs for the decarbonisation of 3 combined cycle gas turbines. Option 1: Amine carbon capture, Option 2: HPC carbon capture, Option 3: CCGT running on 100% hydrogen, Option 4: Hybrid, 2 CCGT with Amine carbon capture and 1 CCGT on 100% hydrogen, and Option 5: Hybrid, 2 CCGT with HPC carbon capture and 1 CCGT on 100% hydrogen. Runcorn EFW Plant Responsible for performing CO2 inventory analysis for the potential carbon capture plant to obtain construction permission from environmental agency. Dogger Bank C Designed and analysed secondary steel structures for Dogger bank C. ### Undergraduate Assistant Mechanical Engineer @ COWI Jan 2022 – Jan 2022 | London, England, United Kingdom Added 4 functions to the bespoke COWI python engineering library. Executed Software Quality Assurance (SQA), which entails overseeing software engineering processes, activities, and methods to ensure software quality and compliance with standards. Utilised Excel VBA to extract, reconfigure and analyse large datasets with multiple variables for client reports. Cleansed large soil datasets for ease of data manipulation and analysis. Utilised Python in conjunction with Pandas and NumPy libraries to manipulate data and automate graph plotting for ease of analysis and reporting to clients. ## Education ### Master of Engineering - MEng in Mechanical Engineering University of Southampton ### A-Levels in Mathematics, Physics, Chemistry The Henley College ## Contact & Social - LinkedIn: https://linkedin.com/in/juandeguzman --- Source: https://flows.cv/juandeguzman JSON Resume: https://flows.cv/juandeguzman/resume.json Last updated: 2026-04-05