Qayumov

Hi there, I'm Komron. Helping Businesses Turn Raw Data into Actionable Insights through Applied AI & Predictive Modeling. I help companies and startups harness the power of artificial intelligence to solve complex problems and unlock measurable business value. Whether you need to fine-tune a Large Language Model (LLM) for your specific domain, extract sentiments from customer reviews, or deploy scalable AI solutions, I provide the end-to-end technical execution to make it happen. I don't just train models; I build intelligent, data-driven systems that drive business growth. Core Focus & What I Bring: - Natural Language Processing (NLP) & LLMs: Expertise in fine-tuning state-of-the-art transformer models (BERT, Llama, Mistral) for Text Classification, Sentiment Analysis, and specialized chatbots. - End-to-End ML Pipeline: From rigorous data cleaning and advanced feature engineering to training and deploying optimized models on cloud platforms (including Hugging Face Spaces). - Deep Learning & Predictive Analytics: Building robust architectures using modern Deep Learning frameworks and traditional algorithms (XGBoost, Random Forest) to forecast trends. - Data Storytelling: Creating clear, impactful data visualizations to make complex AI outputs understandable for non-technical stakeholders. Technical Arsenal: - AI / Deep Learning: PyTorch, Hugging Face transformers, datasets, Gradio, Fine-Tuning (PEFT/LoRA). - Machine Learning: Scikit-learn, XGBoost, Regression & Classification, Advanced Feature Engineering. - Data Science Core: Python, Pandas, NumPy, SQL, Matplotlib, Seaborn. - Deployment: Hugging Face Spaces, API Integration, Git/Version Control. Highlighted Experience: - Aspect-Based Sentiment Analysis (NLP): Developed and fine-tuned multilingual models (mBERT) to extract nuanced customer sentiments from raw text data. - Customer Retention (Predictive AI): Analyzing complex behavioral data to predict and mitigate customer churn patterns. - Real Estate & Financial Modeling: Building predictive pipelines for housing valuations and performance analytics. As an IT Business & Data Science student, combined with rigorous practical certifications, I blend scientific accuracy with a strong business-first perspective. Let's build something impactful. Let's Connect: @Khayumov_k - from telegram