Skip to content
View eldor-fozilov's full-sized avatar

Highlights

  • Pro

Block or report eldor-fozilov

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
eldor-fozilov/README.md

Hi there, I'm Eldor Fozilov! πŸ‘‹

πŸš€ About Me

I am a Master’s student in Computer Science & Engineering at UNIST and a researcher at the Interactive Multimodal ML Lab. My passion lies in exploring the frontiers of research and develop cutting-edge algorithms in the area of multimodal learning, particularly in the integration of vision and language. I am also interested in advancing the understanding and transparency of AI models. By bridging the gap between AI and human understanding, I aim to build more trustworthy and ethical AI systems that can be effectively utilized across various domains.

Besides my research interests, I have a broad interest in fintech, data science and the design / deployment of ML systems. I find great fascination in the practical application of machine learning techniques and their potential to solve real-world problems.

I always seek opportunities to expand my knowledge, stay updated with the latest advancements, and participate in meaningful projects that have a positive impact on society. I am enthusiastic about connecting and collaborating with fellow researchers, professionals, and organizations who share a similar vision.

πŸ›  Skills

  • Programming Languages: Python, C++, JavaScript, R
  • Frameworks & Tools: PyTorch, Hugging Face, DeepSpeed, Scikit-learn, OpenCV, NumPy, Pandas, Matplotlib, Git, LaTeX
  • AI/ML Expertise:
    • LLMs: LoRA/QLoRA, RLHF/DPO Fine-tuning, Retrieval-Augmented Generation (RAG) Integration, Quantization, Multimodal LLM Adaptation, Synthetic Data Creation, Prompt Engineering
    • Traditional ML: Linear/Logistic Regression, Support Vector Machines (SVM), XGBoost, Principal Component Analysis (PCA), K-means Clustering, Convolutional Neural Networks (CNN), Recurrent Neural Networks (RNN/LSTM)

πŸ† Awards & Scholarships

  • Lotte Scholarship for International Master's Students: Awarded by the Lotte Scholarship Foundation for students with exceptional research potential in Korea, providing KRW 12,000,000 per year for the duration of graduate studies.
  • Korean Government Scholarship for Graduate Studies: Comprehensive scholarship including a tuition fee waiver and a stipend of KRW 9,600,000 per year throughout graduate studies at UNIST.
  • UNIST Global Dream Scholarship: Covered tuition fees, health insurance, and living expenses during undergraduate studies at UNIST.

πŸŽ“ Certifications

πŸŽ“ Languages

I am fluent in Uzbek, Russian, English, and intermediate in Korean (working on improving it)! πŸ‡ΊπŸ‡Ώ πŸ‡·πŸ‡Ί πŸ‡¬πŸ‡§ πŸ‡°πŸ‡·

Pinned Loading

  1. ringformer ringformer Public

    A novel recurrent Transformer model that reduces transformer parameters by using a single layer in a circular manner, enhanced by adaptive level signals from low-rank matrices.

    Jupyter Notebook

  2. guessing-game-with-robot guessing-game-with-robot Public

    Enhancing a robot arm with multimodal understanding and reasoning capabilities

    Jupyter Notebook

  3. data-science-contest data-science-contest Public

    The task was building a loan targeting optimization model for a major bank in Korea. We finished in the top 15 teams our of 40 teams.

    Jupyter Notebook

  4. ethereum-gas-price-prediction ethereum-gas-price-prediction Public

    An attempt to model transaction fees in the ethereum blockchain network

    Jupyter Notebook

  5. data-structures-for-all-tastes data-structures-for-all-tastes Public

    Here are the results of my attempts to implement popular data structures from scratch.

    C++

  6. solving-algorithms-and-data-structures-problems solving-algorithms-and-data-structures-problems Public

    Let's have fun!

    Python