I'm Anna Marshalova:
- Data Scientist at DCS
- ML, DL and NLP enthusiast
- ITMO student and NSU graduate.
Name | Description | Time | Status |
---|---|---|---|
πΌCV Enhancer | AI-powered CV enhancer. Team project | Dec 2023 | β |
π¦Trafiic sign detection | Detection of traffic signs with YOLO on the RTSD dataset. Team project | Nov 2023 | β |
π¨Aillustrate | Image generation pipeline with automatic prompt-engineering using LLM (Mistral) + Stable Diffusion for an AI presentation maker. Team project | Sept 2023 - Jan 2024 | β |
πBootcamp hackathon | Service for image generation which requires no prompt-engineering. Uses LLM (Llama 2) + Stable Diffusion. Team project for AI Talent Hub Bootcamp Hackathon (video) | Sept 2023 | β |
πSpell corrector and HTML annotator | Automatic spelling corrector and HTML annotator for Russian. Team project. First prize on a hackathon | Sept 2023 | β |
π€ΈββοΈFall detection | A simple model for detecting people who have fallen down. SHIFT CFT project | Jul 2023 | β |
πSqueezy | Text simplifier based on fine-tuned T5 model | Apr - Jun 2023 | β |
π€TERMinator: aspects | Tool for automatic aspect extraction from Russian scientific texts based on fine-tuned BERT model (paper) | Sept 2021 - Jun 2023 | β |
πEcom item classification | Classification of items from KazanExpress into categories | Mar 2023 | β |
πͺPara.planner | A web-planner for students, made using Django | Feb - Dec 2021 | β |
Name | Description | Time | Status |
---|---|---|---|
πΌGenerative models course | Deep generative models course at AI Talent Hub, ITMO | Feb - May 2024 | β³ |
π¬RecSys course | Recommendation system course at AI Talent Hub, ITMO | Nov - Dec 2023 | β |
πData-centric AI course | Data-centric AI course at AI Talent Hub, ITMO | Nov - Dec 2023 | β |
πModel compression course | Team project at AI Talent Hub, ITMO, exploring diffent methods of model compression | Sept - Oct 2023 | β |
π¦Mlcourse.ai | Open Machine Learning Course from ODS | since June 2023 | β³ |
πNLP course | NLP course at NSU: sentiment analysis with TF-IDF + logreg and CNN + fastText | Sept - Dec 2021 | β |
Sorry, some repos of the running projects are currently private :(