FlowCV Logo
Iuliia FominaResearcher and Machine Learning Engineer
Education
4Geeks Academy, 4Geeks Data Science and Machine Learning Certification

Renowned Academy of Data Science advanced in Prediction Models, Deep Learning, Machine Learning and Neural Networks

07/2024 – 12/2024Miami
Florida Atlantic University, Bachelor Degree in Architecture

NAAB Accredited Degree, EELI tuition waiver recipient

06/2011 – 08/2015Fort Lauderdale
Beuth Hochschule für Technik Berlin and University of Florence, Semester Abroad

Architectural and Urban Design Studio focusing on Sustainable Development.

05/2012 – 08/2012Berlin, Germany
Samara Polytech University, Associate Degree in Architecture & Urban Design

2-year program, participation in regional conferences and competitions

09/2009 – 06/2011Samara, Russia
Projects
TradingBuddy, A stock research platform that assists traders in making a better deal

- Implemented Flask for backend services with running concurrent requests.

- Utilized YFinance and News API to fetch real-time stock data and generate valualke technical graphic indicators.

10/2024 – 11/2024

- Integrated RAG, OpenAI and TimeSeries prediction models for interactive visualizations and educated stock forecasts.

- Leveraged OpenAI GPT-4 for AI-driven insights, delivering structured answers with a 95% accuracy rate.

Sand in the pursue of Self-Organization, ACSA Creative Achievement Award 2015-2016

The project explores sand and adjustable casts as agents in a bottom-up form-finding process, inspired by the natural self-organizing behavior of aggregates like sand dunes and architectural precedents from Antonio Gaudi and Jorn Utzon.

  • Research of physical qualities of the sand aggregates.
  • 05/2015 – 08/2015
  • Perform analogue exeriments exploring the boundaries of perfomance
  • Translate the outcomes into the framework of self-organization rules for finding the optimal form.
  • Model the self-organizing object in Rhino and Grasshopper, and run Solid Works for structural optimization and material efficiency.
  • Skills
    Machine LearningData SciencePython ProgrammingDeep LearningTensorFlowScikit-LearnArchitectural DesignInterior DesignLandscape ArchitectureProduct DesignData VisualizationAI Model DevelopmentPandasNumPyFeature Engineering3D ModelingNeural NetworksSQLRandom ForestSupport Vector Machines (SVM)Natural Language Processing (NLP)Sentiment AnalysisMarket Trend PredictionProject ManagementMillwork DesignConcept DevelopmentTechnical Problem SolvingCross-functional Collaboration
    Courses
    Video Production, TH32ND SCHOOL

    Createdg professional video reels, from foundational techniques to advanced shooting and production workflows. Practiced the skills to produce polished, cinematic-quality reels through storytelling, meticulous planning, and visual aesthetics.

    05/2023 – 09/2023online
    Architectural Theory, Criticism and Memes, EXTRA Office by Ryan Scavnicky

    Experimental course revisits the general schools of thought in architectural theory

    06/2022 – 08/2022Online
    Architectural Registration Exams Bootcamp, Young Architect Academy

    Bootcamp & community group supporting licensure among young professionals

    08/2018 – 08/2021Online
    Certificates
    Architect License — AR101584, State of Florida c. 2021
    Professional Experience
    Urban Robot, Design Architect
  • Multidisciplinary projects lead from concept through construction.
  • Overseeing architecture, landscape architecture, millwork design, product design, and interior design.
  • 10/2022 – presentMiami Beach
  • Innovative design concepts, managing project delivery, and collaborating with multidisciplinary teams to address technical and regulatory challenges.
  • MASSIF, Founder and Principal

    With a playful yet focused approach, MASSIF goes beyond traditional architecture, offering guidance and support to small gym owners in the CrossFit community through pro bono design services that help turn their dreams into reality.

    Wynwood Fitness Club is my recently completed project in Miami.

    08/2017 – presentMiami
    Studio Mc+G Architecture, Design and Project Manager

    Studio Initiator, Workflow Formulator, Concept and Programming Studies, Site Research, Concept Development &Presentations, Historic & Planning Board Submittal and participation in Hearings, Project Management, Integrated Project Delivery, Collaboration with Design Architects and Interior Designers, Schematic Design, Design Development, Construction Documents.

    08/2017 – 10/2022Miami
    Kobi Karp Architecture and Planning, Project Coordinator

    Assistance in Concept Design Presentation; Project Management; Preparation of Materials for Design Review, Historic Preservation, Zoning and Planning Boards.

    08/2015 – 07/2017Miami
    PDT International, Interior Designer

    Interior Design of Commercial Centers in Central America, Drawing Material Preparation, Graphic Design, Industrial design of Commercial Equipment. Spanish - English translations in the area of Interior Design and Architecture.

    10/2013 – 10/2014Fort Lauderdale
    Glavovic Studio, Internship

    First-hand experience in the marketing and architectural office management. Preparation of representative materials for lectures, conferences, meetings and exhibitions. Web page and portfolio management, development of final drawings and graphic design.

    02/2013 – 08/2013Fort Lauderdale