- Young and enthusiastic NLP / LLM Engineer
- 5+ years of experience in Python, Machine and Deep Learning, Natural Language Processing (including Large Language Models)
- Generative LLMs? Bring it on!
- Creating tools for German NLP as a hobby
- Learn faster than Logistic Regression
- Take a look at my resume (might render incorrectly in Safari)
IAV: Working Student for LLMs
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Further deepening and extension of my competencies | 2023-2024 | Berlin, Germany | Hybrid
• Implemented and integrated a tool for evaluation of Large Language Models and Retrieval-Augmented Generation pipelines (Python, LangChain, Ragas, HF datasets, Azure)
• Connected OpenAI tool calling to our internal on-premise models (Python, TGI, LangChain)
MKSKOM: Data Scientist / NLP Engineer
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Best boost for my competencies | 2021-2023 | Moscow, Russia | Remote
• Implemented backend for a custom Llama-2-based Retrieval-Augmented Generation Engine for a large customer (Python, LangChain, Llama.cpp, HF Transformers)
• Increased the number of responses from potential customers on a freelance platform by 5 times by independently
designing and implementing an automated LLM-based tool for search and filtering posts and contacting potential customers with relevant infos (Python, Puzzle [internal tool])
• Implemented tools for Natural Language Processing, Time Series Prediction, Optimization Modelling, Data Analysis (Python, PyTorch, spaCy, scikit-learn, statsmodels, Pandas, NumPy)
• Сommunicated with potential customers
Eberhard Karls Universität Tübingen: Tutor / HiWi
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Best boost for my communication | 2022-2023 | Tübingen, Baden-Württemberg, Germany | On-site
• Held tutorials and contributed into evaluating assignments and projects for the courses "String Algorithms" (WiSe22/23), "Python for Beginners" (WiSe22/23), "Statistical Language Processing II" (SoSe23), "Reinforcement Learning for LLMs" (SoSe24)
• Created Finite-States Transducers for measuring distance between German dialects for the course "String Algorithms" (Python, pynini)
Yandex: Assessor
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Deeper understanding of various IT topics | 2021-2022 | Moscow, Russia | Remote
• Evaluated search engine results on IT-themed queries
• Evaluated machine translations
Lomonosov MSU Gymnasium: Course Instructor (Linguistics for Olympiades)
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First experience of lecturing | 2021-2022 | Moscow, Russia | On-site
• Held lectures, composed and evaluated assignments for the Course "Linguistics for Olympiads"
Eberhard Karls Universität Tübingen: Bachelor (in progress)
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Computational Linguistics | 2022-2024 | Tübingen, Baden-Württemberg, Germany
• 2024 Bachelor thesis on applying LLMs to splitting German compounds (Python, LangChain, PyTorch, HF transformers)
• 2024 Group project on investigating influence of RL fine-tuning data on biasing LLMs (Python, HF transformers)
• 2023 Participated at the SemEval 2023 and published a paper at the ACL Anthology (Python, HF transformers, HF datasets)
Lomonosov MSU: Bachelor (incomplete)
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Theoretical and Applied Linguistics | 2019-2022 | Moscow, Russia
• 2022 Personal project DERBI: a tool for automatic inflection of German words (Python)
• 2022 Conference diploma for DERBI: Lomonosov-2022 (Lomonosov Moscow State University), Science Sessions-2022 (Kant Baltic Federal University), XXII International Conference of Young Slavists (Tallinn University)
• 2021 Term paper on predicting ablaut class of German strong verbs (Python, PyTorch)
Lomonosov MSU Gymnasium: High School
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History and Philology | 2017-2019 | Moscow, Russia
• 2019 Prize-winner of All-Russian Olympiad for Linguistics (gives no-exam admission to the top university of choice)
• 2019 Graduation with a Gold Medal
- I've been living on my own from the age of 15
- I gave up Lomonosov MSU to leave for Germany in 2022
- My best friend and I have found a startup, the app is currently in beta testing
- In 2019, I became a prize-winner of All-Russian Olympiade for Linguistics, while I had only 5 month to prepare
- The prize gave me a right to enter any university of my choice in Russia for major Linguistics without any exams at all
- I completed a musical education, now I compose songs from time to time
- I got my first driving license when I was 17: that one was for motorcycles with 125cc and smaller engines
- At 18, came back to the same driving school to obtain further licenses: for autos and for large displacement motorcycles; the funny part is, I drove to the exam place on my moto to take an exam for driving motos
- I learned to weld in 3 days just for fun and crafted a food stand for my dog