RSRohith M Satya
@rohithmsatya
Innovative Machine Learning Engineer delivering scalable AI solutions.
United StatesWhat I'm looking for
I am an innovative Machine Learning Engineer with a strong track record of delivering scalable, production-grade AI solutions across cloud-native environments. My expertise lies in building and exposing machine learning models through RESTful APIs using FastAPI and Flask, and automating deployment pipelines with tools like Kubeflow and MLflow. I have a solid foundation in AI infrastructure design and seamless collaboration across DevOps and data science teams.
Throughout my career, I have developed and deployed ML pipelines integrating various cloud services, achieving significant improvements in deployment times and operational efficiency. My experience includes orchestrating data pipelines and model workflows, ensuring robust lifecycle management and system observability. I am passionate about leveraging machine learning to drive business insights and enhance user experiences.
Experience
Work history, roles, and key accomplishments
MLOps Developer / Gen-AI Integration
1-800 Spirits
May 2023 - Present (2 years 2 months)
Developed and deployed ML pipelines integrating Azure Synapse, AWS S3, and GCP Vertex AI for hybrid cloud inference. Orchestrated containerized machine learning services utilizing Docker on AKS and GKE, achieving fault-tolerant scaling and reducing model deployment time by 40%.
GenAI & Data Engineering Associate
Digi Enablers
Apr 2019 - Present (6 years 3 months)
Drove the automation of internal processes, including analytics, reporting, and document workflows, through NLP and ML-driven initiatives. Designed ETL pipelines with SSIS and Azure Data Factory, reducing job failures by 12%.
.Net Developer
Avalondev Corporation
Mar 2018 - Present (7 years 4 months)
Executed sequence-to-sequence learning, which is the process of training models to convert from one domain to another domain, as demonstrated by the conversational chatbot that uses the sequence-to-sequence LSTM model. Built a conversational chatbot leveraging sequence-to-sequence learning, achieving a model training accuracy of 96%.
Education
Degrees, certifications, and relevant coursework
GMGandhi Institute of Technology and Management
Bachelor’s in information technology, Information Technology
Obtained a Bachelor's degree in Information Technology. Developed foundational knowledge and skills in IT principles and applications.
CUCleveland State University
Master’s in information systems, Information Systems
Completed a Master's degree focusing on information systems. Gained expertise in various aspects of IT and system management.
Tech stack
Software and tools used professionally
Availability
Location
United StatesAuthorized to work in
Job categories
Skills
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