Niyati Shriyan

o9 (Nov '23 – Apr '24)

• Developed a generative AI wizard using the RAG approach to provide responses with rendered images and tables. Orchestrated data parsing, image, and table extraction via computer vision and Amazon Textract.
• Trained the model to generate dynamic query responses using few-shot learning for o9's proprietary IBPL language (similar to SQL).
• Integrated the pipeline with a user interface in Angular by creating API endpoints using Flask.

Deutsche Telekom (Apr '24 – Aug '24)

• Developed an intelligent contract comparison and summarization pipeline using LLMs, performing database checks, clause comparisons, and hierarchical clustering for contract content analysis.
• Built a scalable, multiprocessing batch-mode parameter extraction pipeline and integrated a chat-based approach for enhanced flexibility and accuracy in English and German.

Coca-Cola (Sep '24 – Dec '24)

• Designed and implemented a recipe creation model using LLM to structure recipe steps based on a comprehensive manual and bill of materials using few-shot learning for dynamic ingredient allocations based on category-specific formulations.
• Created a smart recipe creation asset with a modular architecture, adaptable across beverage, paint, and other industries, leveraging LLM methodologies.

ExxonMobil (Dec '24 – Present)

• Implemented LLM-based contract data extraction, categorizing terminal and pipeline contracts into a structured JSON schema and storing results in DynamoDB for KPI insights.
• Designed tailored prompts and leveraged few-shot learning to extract and validate invoice metadata and line items from diverse invoice formats.
• Developed rule-based validation mechanisms and manual checks to ensure data integrity before ingestion into DynamoDB.

SAP ABAP Consultant – Linde plc

• Developed, tested, and documented SAP RICEFW components, ensuring quality compliance.
• Designed and maintained ABAP reports (ALV, Interactive) for data analysis and system optimization.
• Led invoice development for Thailand & China regions during the Linde-Praxair merger.
• Resolved SAP tickets, performed root cause analysis, and ensured SLA compliance.
• Collaborated with cross-functional teams for system performance optimization and stakeholder communication.