Anna

AI/ML Engineer​

Anna Danchenko
Email Telegram GitHub LinkedIn [open contact info](look above in the "contact info" section)

Poland (Remote) | Prague (On-site)

Skills
●​ Python, Typescript
●​ DS/ML Libraries: Pandas, Numpy, TensorFlow, PyTorch, Matplotlib, Sklearn
●​ Frameworks: Eliza, NodeJS, Flask, Quart, TFjs, Swagger
●​ GenAI: ComfyUI (SD, ControlNets, IPAdapters, LoRAs), A1111, LLMs, RAG Pipeline
●​ Databases: SQL (PostgreSQL), NoSQL (MongoDB), Relational database design

●​ ML/AI concepts, architectures and algorithms understanding: RNN, CNN, LSTMs,
VAE, metrics, regularisation methods.
●​ Data Processing: Cleaning, Visualization
●​ Linear Algebra, Statistics, Analysis​

●​ Teamwork: successful completion/leading of 3 university projects.
●​ Effective Communicator: delivered numerous technical reports and presentations
with clarity at university.

Experience
AI Engineer/Fullstack Developer - Freelance, Project-Based Work
AI Streaming Assistant - Streamm.tv
●​ Development of an AI Streaming Assistant for a decentralized streaming service,
designed to answer chat messages and assist the streamer during video
streaming, having a 2DLive visual core, emotions, animations and voice
interaction. The reference is Neuro Sama.
●​ Tech stack: Typescript, NodeJS, Eliza Framework, ElevenLabs, Deepgram, OpenAI,
Neynar, JS, HTML, CSS

Image Generation Pipeline - Rivo Agency
●​ Designed and implemented a ComfyUI workflow to generate book characters that
closely resemble the appearance of real end-users. Only commercially available
and efficient models based on SDXL were selected.
●​ Tech stack: ComfyUI, RunPod, A1111 (prototype).

Sept 2024 - Jan 2025, Full-Time
AI Engineer - INFUSE, RPA Team
●​ Created TensorFlow ML architecture for RPA solutions needs, significantly
improving training speed and model weight.
 ●​ Deployed ML models by developing a Quart server. Implemented RESTful API
endpoints with Swagger documentation to interact with models and MongoDB
database.
●​ Migrated functionalities from C# (UIPath) to Python. Worked on data
preprocessing and parsing logic in a team.

May 2024, Personal Project
SketchMath – Fullstack
●​ Developed an AI-powered web educational game to teach users mathematical
functions by prompting them to draw a function based on a given equation. Used
TensorFlow and Transfer Learning with MobileNet to assess the accuracy of the
drawings.
●​ Pipeline: Data generation/collection and augmentation; model development;
server development; front-end development.

Jun 2021 - Sep 2021, Contract
Data Annotator - UnicornNest, Investors Database Startup
●​ Annotated data using CVAT for a project focused on computer vision.

Education
Graduation 2025, GPA 4.0
Teesside University — BSc Computer Science
●​ Database Development: Designing and querying PostgreSQL and MongoDB
●​ databases. Projects included: SQL[link], NoSQL[link]
●​ Algorithms and Data Structures: Implemented A* and Data Structures[link].
●​ AI/ML: Built emotion recognition project using LSTMs: Emotion
Classification[link].
●​ Java Programming: Built a ChatViewer application.[link]
●​ Game Development: Created games in Unity using C#.
●​ Networking, Mathematics, and Design Patterns in Java.

Non-Related Experience
Mar 2022 – Sep 2024, Full Time Nov 2020 – Jul 2022, Contract
Room8 Studio: gamedev – 3D Devoted Studio: gamedev – 3D
Artist Artist
●​ Worked on numerous stylized ●​ Gained foundational experience in
projects featuring different the 3D industry working on
pipelines, providing clean and several stylized projects
aesthetically pleasing game-ready
models.
References
PhD Veronika Douchova
Diana Holovatova, Project Manager
Dean of School of Media and IT
Maryia Sazonova, 3D Lead
[open contact info](look above in the "contact info" section)
Room8 Studio
LinkedIn
Recommendation Letter Link