Akshay Kumar

- Scaling and deployment of a backend system for an agentic chatbot based on Master Thesis. - Migration of agentic tools to the MCP server. - Deployment of a microservice using AWS CDK. - Collaboration with frontend and AWS teams to implement agentic best practices. Skills : Microservice, RestAPIs, Docker, MCP, Guardrails, AWS, OOP, Python

- Research and development of an LLM-based agentic system for automating the analysis of Industrial hydraulic data. - Built data-retrieval and analysis tools integrating maintenance records, sensor streams, and health data for the agentic workflow. - Achieved a 76% reduction in analysis time compared with manual workflow. - Presented the solution to global Bosch AI communities and senior leadership. Skills: Agentic AI, LLM, AWS, pandas, Streamlit

- Development of sales forecasting tool using historical and external economic data. - Analysis and implementation of various ML and DL models, including the stacking ensemble method restricting the forecasting error < 10%. - Building an Azure pipeline for data processing, feature engineering, model training, hyperparameter optimization, and deployment. Skills: Time Series Forecasting, Software Development, Deep Learning, Python, OOP, Darts, pandas, mlflow, statsmodel, scikit-learn, Azure, Git

- Supervised students in the Introduction to Programming course. - Conducted C++ exercises sessions, graded assignments, and assigned grades. Skills : C++, OOP, Linux , Bash Scripting