Active

Ritesh Kumar Maurya

Machine Learning Engineer

Remote (global)

LinkedIn profile available to registered employers

Spoken: IntermediateWritten: Intermediate

Self-assessed English levels

Projects

Qwen2.5 Tool-Calling LoRA

93.89% tool accuracy and 98.75% valid JSON on 400 held-out samples

PyTorchQwen2.5LoRAPEFTTRLLLMSFTTool Calling

nanoFM: Flow Matching with DiT

End-to-end Flow Matching implementation with DiT, trained from scratch on 5-class image generation

PyTorchFlow MatchingDiTGenerative AITransformers

nanoSBGM: Score-Based Generative Modeling

Implemented VE, VP & sub-VP SDEs with both stochastic and probability-flow ODE sampling

PyTorchScore MatchingSDEDiTGenerative AIODE

Stack & AI tools

PythonPyTorchMachine LearningDeep LearningGenerative AILLMsDiffusion ModelsFlow Matching