Suraj Kumar Singh

I am a Machine Learning Engineer with 1.5+ years building production-grade NLP, ASR, and agentic systems at an early-stage startup, focused on applied AI that scales into real-world products.

I have designed and deployed end-to-end ML solutions across healthcare and enterprise domains, integrating Hugging Face models into Azure ML pipelines and automating CI/CD with GitHub Actions and Azure Pipelines.

My work includes fine-tuning translation and ASR models, developing a colloquial translation orchestration and verifier that reduced manual QA by 40%, and achieving a 2% WER reduction for medical ASR phrases through targeted fine-tuning.

I build multi-modal cognition-based agents combining speech, vision, and language features, and I enjoy solving system-level problems in agentic orchestration, data curation/augmentation, and production deployment.