Ganesh S
AI/ML Engineer | LLMs, NLP, MLOps | PyTorch, Spark, Kubernetes | AWS
- Role
- Ai Ml Engineer at Meta
- Location
- Atlanta, GA, US
- LinkedIn followers
- 500 followers
About Ganesh S
AI/ML Engineer with 3+ years of experience building production-grade machine learning systems, LLM-powered applications, and scalable data pipelines. Strong expertise in NLP, distributed systems, and MLOps across AWS, with additional exposure to GCP and Azure. Proven ability to deploy and optimize real-time ML systems, improve model performance, and deliver measurable business impact in large-scale environments.
Experience
Ai Ml Engineer
Jan 2025 — Present · US
Designed and deployed scalable ML and NLP pipelines for large-scale text and ranking systems using PyTorch and TensorFlow.•Built LLM-based document understanding and entity extraction pipelines using Hugging Face Transformers, improving extraction accuracy by 20%+.•Developed real-time inference APIs using FastAPI, enabling low-latency prediction systems.•Built distributed data processing pipelines using Apache Spark and Airflow, improving data processing efficiency by 40%.•Implemented MLOps workflows using MLflow and Kubeflow for model tracking, deployment, and monitoring.•Containerized and deployed ML services using Docker and Kubernetes on AWS infrastructure.•Worked on model monitoring, evaluation, and governance for production AI systems.
Education
Sree Dattaha Group of Institutions
Bachelor's degree, Computer Science
Auburn University at Montgomery
Master's degree, Management Information Systems
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