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Nidhi Priya Singh

@nidhipriyasingh

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Generative AI Engineer and ML specialist building production-grade LLM, RAG, and CV systems.

India

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What I'm looking for

I seek a hands-on AI engineering role building production LLM/RAG and CV systems, emphasizing scalable, secure deployments, observability, and cross-functional collaboration.

I am a Generative AI Engineer and Machine Learning Specialist with 5+ years delivering production-grade AI solutions across healthcare, manufacturing, and retail. I specialize in building LLM-based systems, RAG pipelines, multi-agent architectures, prompt engineering, model tracing, and clinical data anonymization, and I combine structured and unstructured data to design scalable, secure AI solutions.

I have built clinical note de-identification on AWS Bedrock, EHR RAG query systems, multi-agent orchestration with observability via Langfuse, and deep search and automated reporting workflows. My background also includes traditional ML and computer vision—facial recognition, object detection, image-similarity and recommendation systems—implemented with TensorFlow, PyTorch, and modern deployment and MLOps practices.

Experience

Work history, roles, and key accomplishments

Current

Senior AI Engineer

Current

Fiber2Fashion

Jun 2025 - Present (7 months)

Designed and implemented deep search over company-specific data and integrated controlled search results; built LangChain agent workflows for automated multi-source report generation and insight synthesis.

Agent Vector Databases Python Langfuse Prompt Engineering Report Automation Lang Chain

Gen AI Engineer

Xcaliber

Mar 2024 - Jun 2025 (1 year 3 months)

Built HIPAA-compliant clinical note de-identification on AWS Bedrock and implemented RAG-based EHR query systems; designed multi-agent pipelines for clinical data structuring, summarization, and interoperability.

RAG Langfuse Clinical De Identification Prompt Versioning

Deputy Manager Digital

PGP Glass Pvt. Ltd.

May 2022 - Mar 2024 (1 year 10 months)

Identified and executed cost-reduction use cases across manufacturing plants, optimized production parameters to improve throughput, and delivered data-driven insights to stakeholders to prioritize quarterly roadmaps.

Data Visualization Statistical Analysis Stakeholder Management Roadmapping SQL Python Cost Optimization

Machine Learning Engineer

Rishabh Software

Oct 2019 - May 2022 (2 years 7 months)

Developed facial expression and equipment detection models (TensorFlow, YOLO), built retail recommendation systems using Siamese networks and embeddings, and automated web-scraping pipelines for large-scale data collection.