Sumedh Khodke
Machine Learning Engineer at Lean Innovation Labs LLC.
Washington, District of Columbia, United States
Summary
👤
Senior🎓
Top SchoolSumedh Khodke is a Machine Learning Engineer with eight years of experience building production-grade ML systems, currently focused on agentic systems, RAG, Eval harnesses, and LLM fine-tuning and InferenceOps. He has driven measurable improvements in retrieval accuracy and throughput by architecting vector search, clustering pipelines, and integrating distributed computing (Dask) for scalable workloads. Past roles span ML R&D, end-to-end data science platforms, and leading a 300+ student developer community where he taught GCP, Docker, Kubernetes, and VertexAI workshops. He blends applied research and rapid prototyping with hands-on engineering to move models from proof-of-concept to production. Trained with a 3.8 GPA MS in Data Science from SUNY Buffalo, he pairs strong academic grounding with a pragmatic focus on performance and operationalization. An understated strength is his track record of improving both model quality and infrastructure efficiency in resource-constrained environments.
8 years of coding experience
6 years of employment as a software developer
Bachelor of Engineering - BE, Computer Engineering, First class with distinction, Bachelor of Engineering - BE, Computer Engineering, First class with distinction at Pune Institute of Computer TechnologyMaster's in Data Science, Machine Learning, 3.8/4 GPA, Master's in Data Science, Machine Learning, 3.8/4 GPA at University at Buffalo
German, Marathi, Hindi, English
Github Skills (7)
eas3
sentence2
nlp2
transformers1
multilingual1
natural-language-processing1
bert1
Programming languages (1)
Github contributions (5)
sumedhkhodke/transformers
Jun 2021 - Jul 2023
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
Contributions:18 pushes in 2 years 1 month
pytorchnlptransformersartbert
sumedhkhodke/sentence-transformers
Jul 2021 - Jul 2023
Multilingual Sentence & Image Embeddings with BERT
Contributions:4 pushes in 2 years
nlpsentencetransformersbertembeddings
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