Omkar Shewale — Machine Learning Engineer

I’m a Machine Learning Engineer with a Master’s in Computer Science from Illinois Tech and 3+ years of experience designing, optimizing, and deploying intelligent, scalable ML systems for real-world impact. At ServiceNow and Orion Technolab, I delivered production-grade ML pipelines, accelerated inference for large language models (LLMs), and deployed advanced AI solutions that improved performance, reduced latency, and enabled business-critical decisions. Highlights include: • Achieved 5.7× inference speedups and reduced latency by 40%+ by optimizing LLMs with CUDA, TensorRT, ONNX Runtime, and dynamic batching. • Built and deployed end-to-end ML pipelines and MLOps frameworks with Kubernetes, MLflow, Docker, and FastAPI on cloud platforms (AWS, GCP). • Delivered transformer-based NLP systems, generative AI models (GANs, VAEs), and RAG pipelines, driving measurable KPIs like improved churn prediction, ticket resolution, and robust edge-case testing. • Deployed multi-agent systems using LangChain, AutoGen, and Hugging Face Transformers to orchestrate complex IT and analytics workflows. I’m passionate about building fast, reliable, and scalable ML/AI systems — from optimizing GPU inference to deploying distributed AI pipelines that scale under real-world demands. Currently, I’m seeking opportunities as a Machine Learning Engineer, Applied ML Engineer, AI Engineer, ML/AI Infrastructure Engineer, Inference Engineer, or MLOps Engineer, where I can deliver impactful and innovative AI solutions. Core Skills: Machine Learning | Deep Learning | LLMs | Transformers | Generative AI | Inference Optimization | CUDA | TensorRT | Hugging Face | LangChain | RAG | MLOps | Kubernetes | Docker | FastAPI | PyTorch | TensorFlow | NLP | Predictive Analytics | GPU Profiling | Distributed AI Systems

Stackforce AI infers this person is a Machine Learning Engineer specializing in AI solutions for IT services and cloud computing.

Location: San Francisco, California, United States

Experience: 4 yrs 1 mo