Suraj Kumar Singh
@surajkumarsingh
Machine Learning Engineer specializing in NLP, ASR, and agentic systems.
What I'm looking for
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.
Experience
Work history, roles, and key accomplishments
Machine Learning Engineer
AAVAAZ
Apr 2024 - Sep 2025 (1 year 5 months)
Built and deployed production-grade NLP, ASR, and agentic orchestration systems for healthcare and enterprise, reducing manual QA by 40% and cutting ASR WER by 2% through targeted fine-tuning and validation pipelines.
Education
Degrees, certifications, and relevant coursework
Banaras Hindu University
Master of Computer Application, Computer Applications
2022 - 2024
Grade: SGPA: 8.2 / 10.0
Completed a Master of Computer Application with a focus on advanced computing topics and applied AI, achieving an SGPA of 8.2/10.0.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Skills
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