I am an AI/ML Engineer and Data Scientist with 3+ years of experience designing, developing, and deploying scalable ML/DL solutions in high-impact global environments. I specialize in personalization, recommendation systems, NLP, generative AI, fraud detection, and risk analytics, delivering measurable outcomes like improved engagement, reduced latency, and revenue growth. I thrive in end-to-end ML lifecycles and MLOps, leveraging cloud platforms and real-time data pipelines to build production-grade AI systems that scale to millions of users. I enjoy collaborating with cross-functional teams to translate data into actionable business value and secure, scalable deployments.

Navyasri Amand

I am an AI/ML Engineer and Data Scientist with 3+ years of experience designing, developing, and deploying scalable ML/DL solutions in high-impact global environments. I specialize in personalization, recommendation systems, NLP, generative AI, fraud detection, and risk analytics, delivering measurable outcomes like improved engagement, reduced latency, and revenue growth. I thrive in end-to-end ML lifecycles and MLOps, leveraging cloud platforms and real-time data pipelines to build production-grade AI systems that scale to millions of users. I enjoy collaborating with cross-functional teams to translate data into actionable business value and secure, scalable deployments.

Available to hire

I am an AI/ML Engineer and Data Scientist with 3+ years of experience designing, developing, and deploying scalable ML/DL solutions in high-impact global environments. I specialize in personalization, recommendation systems, NLP, generative AI, fraud detection, and risk analytics, delivering measurable outcomes like improved engagement, reduced latency, and revenue growth.

I thrive in end-to-end ML lifecycles and MLOps, leveraging cloud platforms and real-time data pipelines to build production-grade AI systems that scale to millions of users. I enjoy collaborating with cross-functional teams to translate data into actionable business value and secure, scalable deployments.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
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Language

English
Fluent

Work Experience

AI/ML Engineer at Meta, USA
November 1, 2024 - Present
Leading AI/ML initiatives for Meta's social media platforms, optimizing content discovery, personalization, and recommendations for 2B+ daily active users. Built production-grade pipelines, ensured low-latency inference, and developed generative AI features. Implemented LLM-powered tagging, summarization, and search-based QA; designed MLOps workflows with SageMaker, MLflow, and Kubernetes; created real-time streaming pipelines with Spark & Kafka; established model monitoring with Evidently AI and Grafana; mentored engineers on scalable ML architecture and secure API deployment.
Data Scientist at Wells Fargo, India
June 1, 2021 - August 1, 2023
Developed fraud detection, risk scoring, and customer behavior ML models; reduced false positives by ~25%, preventing over $3M in fraudulent transactions annually. Deployed end-to-end risk scoring pipelines on Spark and AWS; built CLV models to enhance cross-sell and retention; automated operational reporting with Power BI; collaborated with cross-functional teams for production integration and regulatory reporting.

Education

Master of Science in Business Analytics at Anderson University, South Carolina
September 1, 2023 - May 1, 2025

Qualifications

Add your qualifications or awards here.

Industry Experience

Software & Internet, Financial Services, Media & Entertainment, Education