Hari Menath Email & Phone Number

Bengaluru, Ka, In

Bangalore Urban, Karnataka, India

• Developing an AI-based career management and recruitment product (ML, DL, Python, AWS, MLOps)• Solving NLP problems, such as NER, Text Summarization, Text Generation (NLG), Text Embedding, etc., by fine-tuning various transformers• Aggregating data from various sources to build taxonomies• Data cleansing and prediction using various ML techniques • Utilizing deep learning models to develop various recommender systems

Bengaluru, Karnataka, India

Deputed to ANZ Bank• Worked on a supply chain finance automation project that involved email classification, text entity recognition, and clustering• Use of various Machine Learning techniques to identify potential use cases for automation• The environment consisted of OpenShift container platform, DevOps with CI/CD, micro services, RPA (automation anywhere) and GitHub codebase

Bangalore

• Actively participated in a yield management project (truck rental - AVIS) which involved hierarchical time series demand/supply forecasting, price optimization and segment optimization machine learning models• Production environment was R Language, AWS, Athena Database, DevOps and API based live prediction system• Hands on experience with Docker containers for training and deploying Machine Learning solutions• Worked in an IT Operation analytics project (GE Digital) using service now data and survey data to optimize ticketing system and end user experience. Used various ML techniques like time series analysis, regression models, topic modeling, text classification etc. to achieve the same

Bangalore

• Actively participated in a yield management project (truck rental - AVIS) involving hierarchical time series forecasting (ARIMA), price optimization (XGBoost, Regression), and segment optimization machine learning models• Production environment consisted of R, Python, AWS, Athena Database, DevOps, and API-based live prediction• Hands-on experience deploying and training Machine Learning solutions using Docker containers• Used a variety of machine learning techniques to optimize the ticketing system and user experience using service now data and survey data from a customer survey. This included time series analysis, regression modeling, topic modeling, text classification, etc.• Worked on various Social Media Analytics engagements (Dell, Ascension Health)• Successfully implemented a project to predict the HCAHPS score based on social media mentions to help the hospital chain system to proactively improve their score• Implemented machine learning technologies in a variety of digital marketing projects/POCs

Bangalore

• Actively involved in the architecture and design of large-scale web applications• Engaged in Object Oriented and SOA based application development• Worked for financial (Charles Schwab) and life science clients (Amgen)

Bangalore

• Participated in the design and implementation of various RDBMS-based solutions• Engaged in the design and development of web applications• Experience in product development and worked for companies like Texas Instruments

Bangalore

• Actively involved in e-commerce web application development

Master Of Computer Applications (Mca), Computer Science

Bachelor Of Science (Bsc), Mathematics And Statistics