LLM Expert
Developed an innovative application to automatically curate and update newsletters. Leveraged LLMs to rewrite news articles, ensuring that the content resonated with the unique characteristics and interests of the target audience.
Milena is a generative AI, ML, and NLP expert with 5+ years of experience. She has designed and developed ML-based end-to-end solutions for startups at hirehelper and Fortune 500 clients at Utopia. Her expertise includes ML, deep learning, NLP, computer vision, LLMs, GPT, AI, MLOps, and AWS. Milena solved problems in EAM, marketing, finance, chatbot, and crypto industries. She published research in robotics and optimization.
3 reviews on file.
Developed an innovative application to automatically curate and update newsletters. Leveraged LLMs to rewrite news articles, ensuring that the content resonated with the unique characteristics and interests of the target audience.
Improved the NLP solution to identify business prospects in financial data. Used BERT-based POS tagging to extract important features from large documents. Made the solution interpretable by identifying words used to mark sentences relevant to business prospects. Used a Hugging Face transformer model for semantic similarity analysis.
Designed and developed an agentic AI application using Google ADK and Python to generate business intelligence questions by analyzing customer KPIs alongside external market factors, enabling structured exploration of performance drivers. Built an autonomous research agent capable of tool usage (code generation and web search) to answer complex business questions, iteratively refining queries to perform deeper KPI analysis and uncover actionable insights. Implemented an end-to-end AI workflow that transformed analytical findings into business-oriented reports, enabling stakeholders to move from raw data and questions to decision-ready insights.