Hariram K
Senior ML Engineer
Bangalore
Summary
Experienced Software Engineer and Machine Learning Specialist with over 10 years in the tech industry, specializing in NLP, data engineering, and advanced model development. Expertise in Python, Java, SQL, Spark, and various ML algorithms, including time series analysis and natural language processing. Proven track record in leading innovative projects and enhancing data-driven solutions.
Overview
10
10
years of professional experience
2
2
Certifications
Work History
Senior Software Engineer
Oracle
Bangalore
02.2023 - Current
- Led the development of a Separate SKU for CX4U Customers in FAW, improving data processing efficiency by 30%
- Automated ETL processes by creating a tool in Java, reducing script conversion time by 40%.
- Created a user-friendly HELP Tool for ETL syntax using Oracle APEX and ADW, enhancing user accessibility and efficiency.
Machine Learning Engineer
Oracle
Bangalore
06.2019 - Current
- Implemented NLP models for text analysis and sentiment extraction, enhancing customer feedback processing
- Developed a data preprocessing pipeline and forecasting model for energy consumption, enhancing forecast accuracy by 25%.
- Created customized applications to make critical predictions, automate reasoning and decisions and calculate optimization algorithms.
Education
Bachelor's Degree in Mechanical Engineering -
Amrita Vishwa Vidyapeetham
Skills
Languages & Frameworks: Python, Java, SQL, Spark, Hadoop, Spring MVC, Hibernate
Machine Learning: Regression, Classification, NLP, Oracle Cloud Infrastructure Big Data ETL Automation Knowledge Graph-Based Recommendation Natural Language Processing (NLP) Time Series Forecasting Data Preparation PySpark Apache Spark
Tools & Platforms: Oracle Cloud Infrastructure, Microsoft Azure, TensorFlow, Oracle DataFlow
Others: System Design, ETL Processes, Data Preprocessing, Software Design
Certification
Machine Learning - Simplilearn (2020)
Publications And Media
Contributor to industry-specific discussions and tutorials on Machine Learning, NLP, and Software Development: https://www.youtube.com/channel/UCK_YxEUgefi7kpdGPlxCEeg
Projects
Product Recommendation Using Graph: Utilized graph-based algorithms for personalized product recommendations, significantly improving customer engagement and sales performance. Time Series Forecasting for Utilities: Created a robust forecasting model using LSTM, improving long-term dependency capture and seasonal pattern analysis.
Timeline
Senior Software Engineer
Oracle
02.2023 - Current
Oracle Cloud Infrastructure Foundation Associate (2021)
06-2022
Machine Learning - Simplilearn (2020)
06-2020
Machine Learning Engineer
Oracle
06.2019 - Current
Bachelor's Degree in Mechanical Engineering -
Amrita Vishwa Vidyapeetham