Elvis Baugh
I’m Elvis Baugh, a Senior Software Engineer with 10+ years of fintech and SaaS experience. NET, Python, and cloud-native Azure architectures.
About
I’m Elvis Baugh, a Senior Software Engineer with 10+ years of fintech and SaaS experience. I build scalable platforms using C#/.NET, Python, and cloud-native Azure architectures. I’ve led greenfield projects from architecture to delivery and bring hands-on AI/ML work, including reinforcement learning systems and LLM integrations, to product teams.
I’m a collaborative communicator who thrives in agile environments, loves mentoring developers, and enjoys driving cross-functional collaboration with product, data, and operations. Most recently I founded Amoeba AI to deliver an AI-powered dividends platform and RL-driven trading experiments, while continuing to contribute to Sikoia’s rule engine and AI initiatives.
- 11 years' experience
- Joined December 2025
Skills· 14
Languages
- EnglishFluent
- Romanian, Moldavian, MoldovanBeginner
Industry experience
- Software & Internet
- Financial Services
- Media & Entertainment
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Work experience· 8 roles
AI Platform (0 to 1): Designed and built an AI-powered dividend intelligence platform end-to-end, from architecture to launch. Implemented a scalable Python/FastAPI back-end with C#/.NET services and Azure infrastructure (SQL Server, Redis, App Insights), Stripe payments integration, and an LLM-powered research layer. RL Trading System: Developed a reinforcement learning trading agent (NROWAN-DQN) for forex with GPU-optimised TensorFlow inference, EMA-based signal processing, and Bayesian hyperparameter optimisation. Cloud & MLOps: Built Azure Kubernetes pipelines for model deployment and integrated live trading environments for real-time market adaptation and long-term profitability analysis.
Designed and architected a full end-to-end ML system from the ground up. Developed a reinforcement learning trading model for financial markets, optimizing profitability and risk management.
Developing, leading, supporting, and building a greenfield decisioning platform while using an agile and scrum workflow. Led the design and implementation of a greenfield rules engine, enhancing operational efficiency and scalability for future growth.
Education
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