Sreekrishnan Ramachandran
Senior Machine Learning Engineer at SLB
- Role
- Senior Machine Learning Engineer at SLB
- Location
- Houston, TX, US
- LinkedIn followers
- 500 followers
About Sreekrishnan Ramachandran
Focused on building Energy GPT solutions and agentic workflows for major oil and gas companies. By leveraging generative AI, large language models (LLMs), and advanced machine learning techniques, I drive advancements in predictive maintenance, equipment health management, and production optimization.
Experience
Senior Machine Learning Engineer
Feb 2023 — Present · Houston, TX, US
I lead the implementation of agentic workflows for major oil and gas companies. By combining Retrieval Augmented Generation (RAG) systems with real-time data, advanced analytics, industry-specific simulation tools, and deep industry knowledge, I enhance decision-making and operational efficiency. Utilizing generative AI, large language models (LLMs), and cutting-edge machine learning techniques, I drive innovation in predictive maintenance, equipment health management, and production optimization.
Education
Cochin University of Science and Technology
Masters In Computer Application, Computer/Information Technology Administration and Management
2004 — 2007
Skills
- Solution Architecture
- Database Design
- Java
- Information Management
- Consulting
- Shell Scripting
- Oracle
- Requirements Analysis
- Data Management
- Data Quality Control
- Petroleum
- Sql
- Linux
- Upstream
- Pl/Sql
- Databases
- Data Quality
- Oil & Gas
- Data Migration
- Data Science
- Unix Shell Scripting
- Integration
- Software Development
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