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Nishant Shrivastav

@nishantshrivastav

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Senior ML & Generative AI engineer with 7+ years of experience in building production-grade Agentic AI & ML Systems

India

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What I'm looking for

I seek technical roles building production GenAI and agent systems, with strong engineering ownership, collaborative cross-functional teams, and opportunities to mentor and scale ML platforms.

I am a Senior ML & Generative AI engineer with deep experience designing, building, and deploying production-grade GenAI, Agentic multi-agent systems, and advanced RAG pipelines across cloud and edge environments. I have led end-to-end architectures from document ingestion and embeddings to vector search, prompt orchestration, Responsible AI guardrails, and scalable API-based inference while mentoring teams and driving technical hiring.

My work includes delivering measurable business impact — autonomous invoice processing (≈70% reduction in manual effort, 4x throughput), LLM-powered Sales and Tax Co-Pilots, and real-time edge computer vision solutions on NVIDIA Jetson and Raspberry Pi. I combine hands-on engineering (Python, PyTorch, TensorFlow, REST APIs, Docker/Kubernetes) with cloud-native MLOps (Azure, AWS, MLflow) to produce reliable, optimized ML systems and evangelize best practices across organizations.

Experience

Work history, roles, and key accomplishments

Current

Senior ML & Gen AI Engineer

Current

Ernst & Young

Mar 2022 - Present (4 years)

Led design and deployment of production-grade Generative AI and multi-agent systems, architecting end-to-end RAG pipelines and Responsible AI guardrails that improved processing throughput and operational scalability across enterprise workloads.

Generative AI RAG Semantic Kernel Azure Cognitive Search Vector Databases Prompt Engineering REST APIs

Senior ML Engineer

ESDS Software Solution Ltd

Sep 2021 - Mar 2022 (6 months)

Led research and delivered cloud- and edge-deployed ML and deep learning solutions, driving customer engagements and architecture decisions to solve real-world problems and accelerate product adoption.

Machine Learning Deep Learning Deploying Edge Computing Model Evaluation Python System Integration Customer Engagement

ML & Computer Vision Engineer

ESDS Software Solution Ltd

Jun 2019 - Aug 2021 (2 years 2 months)

Developed and deployed production-grade computer vision and ML models, led rapid prototyping and benchmarking, and supported system integration, documentation, and training efforts.

Computer Vision YOLO OpenCV PyTorch TensorFlow Python

Education

Degrees, certifications, and relevant coursework

Savitribai Phule Pune University

Bachelor of Engineering, Computer Engineering

2015 - 2019

Completed a Bachelor of Engineering in Computer Engineering with coursework and projects in software, ML, and computer vision from June 2015 to May 2019.