Kousik Roy Email & Phone Number

Bengaluru, Karnataka, India

•Working on Time series forecasting modeling with ability to detect and adapt automatically to possible concept drifts in the streaming data.• Core team member of Innovation and Automation COE: developing POCs with focus on automation and innovation of existing client tools. 1) Developed a AI-ML based tool for comparison of two documents for any differences between them. reduced the time consumption of the PDF letter testing by more than 90%. Streamlined the process across multiple scrum teams. tech: python for backend, PyQT5 for UI.2) Developed a Gen AI POC to create a QnA knowledge management Bot for client to provide answered to user queries based on client knowledge management databases. Used langchain and huggingface models such as LLAMA and MISTRAL to the implementation, used Streamlit for the user interface and faiss-cpu was used for the vector database. The solution improved knowledge retrieval and decision making process by a huge margin to effectively improve the entire process oriented to knowledge management.tech: Python, langchain, vector DB, streamlit.3)Performed critical role in Data analysis and Data visualisation for top US insurance client RFP deal generating $20+ Million in revenue.tools: MS Excel, MS powerpoint, MS word, Financial Modelling.4) Working as a power bi reporting developer of billing line of business of a leading US insurance client.

India

Kolkata Area, India

Worked on developing an algorithm for Manifold learning in streaming environment using a novel version of LLE (Locally linear embedding) algorithm. The developed novel algorithm can handle new streaming data to update the underlying manifold without needing to recreate the entire manifold.

Worked on machine learning algorithms and models such as PAC learning and Incremental Learning.

Bachelor'S Degree, Electrical Engineering, 9.1/10

Wbchse 12Th Standard, Pcmb, 94.4%

Wbbse 10Th Standard, 94.3%