Location
PolandRate
Years of experience
2About
Python | SQL | Java | C++ | Langchain | OpenAI | Vector stores (Pinecone, FAISS, Chroma) | AWSTech Stack
Python, AWS and Cloud, C++, Java, SQLEmployment history
● Development and implementation of chatbot solutions utilizing OpenAI models.
● Integration of Language Model (LLM) capabilities into business processes using
● Langchain technology.
● Integration of Vector Database into existing systems to enhance data retrieval and storage efficiency.
● Utilized RNNs and XGBoost to develop accurate Time Series Forecasting models.
● Gathered and analyzed statistical data about customer behavior and preferences.
● Created ETLs and pipelines using AWS Glue Studio for data integration and processing.
● Developed, scheduled, and deployed Spark jobs to automate data processing tasks.
● Implemented customer classification algorithms to segment and categorize customer groups for targeted
marketing campaigns;
● Conducted statistical tests to validate marketing hypotheses, providing actionable insights for data-driven
decision-making;
● Modified the recommender system to enhance the accuracy and relevance of product recommendations for
customers;
● Produced comprehensive statistical reports for the marketing and finance departments to aid in strategic
planning and performance evaluation.
Education history