Ashutosh S.

*** Professional Experience *** With 10 years in the IT and software industry, I have specialized in Data & Analytics, encompassing Data Science, Machine Learning, Data Engineering, Visualization, and more. *** Education *** Degrees earned: BE (IT), MTech (CSE) Degree pursuing: PhD High proficiency: Python, Streamlit, Langchain, Machine Learning, Data Preprocessing, and Exploratory Data Analysis (EDA) *** Past Work *** Use Cases: - Gen-AI based private chatbot using open-source LLM - Predictive maintenance/fault prediction in machinery - NLP-based chatbot - Offline speech-to-text conversion - Recommender systems - Price modeling - Stock market prediction - Budget forecasting/demand prediction - Audio classification - Object classification from GIS images Techniques: - NLP - Image Processing - Deep Learning - Regression - Classification - Data preparation (outlier treatment, missing value imputation, etc.) - Feature engineering - Feature selection - Time series analysis - Prompt engineering - RAG Generation