Sergey Filimonov

Architected and developed one of the top consumer 'chat-with-file' consumer apps with over 30k users. Launched an API to help developers connect external data to LLMS. Collaborated with external customers to establish requirements. Designed a state-of-the-art parsing algorithm that parsed over 10 million pages of content.

Worked with Honda EU to create a ML model to predict supplier shipment delays. Accuracy 5x higher than a random baseline. By avoiding line shutdowns, the model was forecast to save 700k a year. Introduced topic modeling to improve warranty claims analysis. Automated many business processes that were previously done by hand. Helped develop and teach Honda’s first Python training course.

Lead the company’s growth effort from $14k to $616k in annual revenue over three years. Personally responsible for closing $72k in sales in the final year of operation. Oversaw the logistics for 247 work sites across a 7 week period. This included the hiring, scheduling and training of 36 employees and 5 managers. Business was acquired in the spring of 2021.