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Srijan Gupta

@srijangupta1

Message

I build AI-powered data platforms that turn unstructured data into validated investor insights.

Ireland

Message

At Hatched Analytics, I built AI-powered data platforms for institutional-investor reporting, turning thousands of real-time unstructured emails into structured invoice and purchase datasets using self-hosted LLMs, AWS Lambda, Textract, and validation layers. I also automated alternative-data reporting workflows, reducing report preparation workload by approximately 20%.

I've built cloud-native pipelines across AWS, GCP, and Snowflake; launched an Android data-sourcing app; and developed BenchMe and Driply, including reproducible AI benchmarking and GPU-based virtual try-on infrastructure. Earlier, I delivered insurance web portals at Guidewire and applied machine learning, analytics, and dashboard development at Eaton.

Experience

Work history, roles, and key accomplishments

Senior Software Engineer | AI and Data Platforms

Hatched Analytics Ltd.

Nov 2024 - Oct 2025 (11 months)

Designed and built a scalable AI-powered email processing system that ingested thousands of emails in real-time, transforming unstructured data into structured datasets. Developed a data augmentation, validation, and visualization platform with outlier detection and automatic validation pipelines.

Python AWS LLM OCR Data Validation Data Pipelines fastAPI Flask Snowflake SQL Event Driven Architecture Cost Optimization

Education

Degrees, certifications, and relevant coursework

Trinity College Dublin

Master of Engineering, Engineering

2015 - 2020

Grade: 1.1 First Class Honors with Distinction (73%)

Integrated Master in Engineering (MAI) and Bachelor in Engineering (BAI) with First Class Honors and Distinction. Relevant coursework included machine learning, deep learning, and software development.