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I'm an AI engineer with 5+ years of experience delivering end-to-end ML, NLP, and GenAI solutions for Fortune 500 clients across finance, automation, and information extraction. I specialize in ML modeling, fine-tuning LLMs, RAG, and agentic AI workflows. I'm actively seeking opportunities to lead complex data science projects and deliver advanced ML and Gen AI solutions. I thrive in cross-functional teams, translating business needs into scalable AI-powered products, and I enjoy turning ambitious ideas into production-ready pipelines that drive measurable impact.…I'm an AI engineer with 5+ years of experience delivering end-to-end ML, NLP, and GenAI solutions for Fortune 500 clients across finance, automation, and information extraction. I specialize in ML modeling, fine-tuning LLMs, RAG, and agentic AI workflows. I'm actively seeking opportunities to lead complex data science projects and deliver advanced ML and Gen AI solutions. I thrive in cross-functional teams, translating business needs into scalable AI-powered products, and I enjoy turning ambitious ideas into production-ready pipelines that drive measurable impact.

Sweta Pati

AI Engineer, Data Scientist, Full Stack Developer, +4

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I'm an AI engineer with 5+ years of experience delivering end-to-end ML, NLP, and GenAI solutions for Fortune 500 clients across finance, automation, and information extraction. I specialize in ML modeling, fine-tuning LLMs, RAG, and agentic AI workflows. I'm actively seeking opportunities to lead complex data science projects and deliver advanced ML and Gen AI solutions. I thrive in cross-functional teams, translating business needs into scalable AI-powered products, and I enjoy turning ambitious ideas into production-ready pipelines that drive measurable impact.…I'm an AI engineer with 5+ years of experience delivering end-to-end ML, NLP, and GenAI solutions for Fortune 500 clients across finance, automation, and information extraction. I specialize in ML modeling, fine-tuning LLMs, RAG, and agentic AI workflows. I'm actively seeking opportunities to lead complex data science projects and deliver advanced ML and Gen AI solutions. I thrive in cross-functional teams, translating business needs into scalable AI-powered products, and I enjoy turning ambitious ideas into production-ready pipelines that drive measurable impact.

Available to hire

I’m an AI engineer with 5+ years of experience delivering end-to-end ML, NLP, and GenAI solutions for Fortune 500 clients across finance, automation, and information extraction. I specialize in ML modeling, fine-tuning LLMs, RAG, and agentic AI workflows. I’m actively seeking opportunities to lead complex data science projects and deliver advanced ML and Gen AI solutions.

I thrive in cross-functional teams, translating business needs into scalable AI-powered products, and I enjoy turning ambitious ideas into production-ready pipelines that drive measurable impact.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Language

English

Fluent

Work Experience

AI Engineer at 4A Consulting

June 1, 2025 - November 26, 2025

AI-driven recruitment automation by integrating LLMs, RAG-based knowledge retrieval, and multi-agent orchestration to deliver scalable, production-ready ML solutions for client hiring workflows.

Natural Language Processing Research Assistant at George Mason University

May 1, 2025 - May 1, 2025

Advanced event extraction research, fine-tuning LLMs with schema-guided instructions, developing custom evaluation frameworks, and publishing findings that advance cross-domain event extraction.

AI/ML Engineer - Team Lead at High Radius Technologies Private Limited

August 1, 2023 - August 1, 2023

Led a 10-member team delivering end-to-end ML solutions for 15+ Fortune 500 clients, building predictive models to accelerate revenue recovery, reduce payment delays, and prevent order disruptions. Projects included deduction validity predictor, payment date predictor, and blocked order predictor; automated AI-driven document/workflow orchestration.

AI/ML Engineer - Team Lead at High Radius Technologies Private Limited

July 1, 2019 - August 1, 2023

Led a 10-member team delivering end-to-end ML solutions for 15+ Fortune 500 clients, building predictive models and automating ML pipelines to accelerate revenue recovery, reduce payment delays, and prevent order disruptions. Key projects included: Deduction Validity Predictor for fraud detection with interpretable predictions, achieving a 12% improvement in dollar recovery and 85% recall across 15+ Fortune 500 clients; a Payment Date Prediction framework to enable proactive collections; Blocked Order Prediction leveraging credit utilization and purchase trends to mitigate risk; and ML Pipeline Automation to reduce deployment time by 40%.

NLP Research Assistant at George Mason University

May 1, 2024 - May 1, 2025

Advance state-of-the-art event extraction by fine-tuning LLMs with schema-guided instructions, developing custom evaluation frameworks, and publishing findings to improve cross-domain generalization. Co-authored ACL 2025 paper on Instruction-Tuning LLMs for Event Extraction with annotation guidelines.

AI Engineer - Team Lead at Independent / Maryland-based engagement

June 1, 2025 - Present

Led multi-client AI automation initiatives: recruitment automation, context sharing, multi-agent orchestration to accelerate complex data tasks; designed scalable architecture for end-to-end pipelines and integrated with client roadmaps.