I'm Anna Marshalova:
- Data Scientist at DCS
- ML, DL and NLP enthusiast
- ITMO student and NSU graduate.
| Name | Description | Time | Status |
|---|---|---|---|
| 💼CV Enhancer | AI-powered CV enhancer. Team project | Dec 2023 | ✅ |
| 🚦Trafiic sign detection | Detection of traffic signs with YOLO on the RTSD dataset. Team project | Nov 2023 | ✅ |
| 🎨Aillustrate | Image generation pipeline with automatic prompt-engineering using LLM (Mistral) + Stable Diffusion for an AI presentation maker. Team project | Sept 2023 - Jan 2024 | ✅ |
| 🏆Bootcamp 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 | ✅ |
| 📝Spell corrector and HTML annotator | Automatic spelling corrector and HTML annotator for Russian. Team project. First prize on a hackathon | Sept 2023 | ✅ |
| 🤸♂️Fall detection | A simple model for detecting people who have fallen down. SHIFT CFT project | Jul 2023 | ✅ |
| 🍋Squeezy | Text simplifier based on fine-tuned T5 model | Apr - Jun 2023 | ✅ |
| 🤖TERMinator: aspects | Tool for automatic aspect extraction from Russian scientific texts based on fine-tuned BERT model (paper) | Sept 2021 - Jun 2023 | ✅ |
| 🛒Ecom item classification | Classification of items from KazanExpress into categories | Mar 2023 | ✅ |
| 🪂Para.planner | A web-planner for students, made using Django | Feb - Dec 2021 | ✅ |
| Name | Description | Time | Status |
|---|---|---|---|
| 🖼Generative models course | Deep generative models course at AI Talent Hub, ITMO | Feb - May 2024 | ⏳ |
| 🎬RecSys course | Recommendation system course at AI Talent Hub, ITMO | Nov - Dec 2023 | ✅ |
| 📚Data-centric AI course | Data-centric AI course at AI Talent Hub, ITMO | Nov - Dec 2023 | ✅ |
| 🗜Model compression course | Team project at AI Talent Hub, ITMO, exploring diffent methods of model compression | Sept - Oct 2023 | ✅ |
| 🦜Mlcourse.ai | Open Machine Learning Course from ODS | since June 2023 | ⏳ |
| 😊NLP course | NLP course at NSU: sentiment analysis with TF-IDF + logreg and CNN + fastText | Sept - Dec 2021 | ✅ |
Sorry, some repos of the running projects are currently private :(
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent