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Aman Dayal

@amandayal

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AI Engineer at Netralabs who shipped OCR extraction pipelines and automated enterprise agent workflows.

India

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At Netralabs, I engineered a Python pipeline that uses Tesseract OCR and Gemma to extract information from non-standard PDFs into validated JSON schemas. I also developed an emissions-tracking prototype and deployed automated enterprise agent workflows with human-in-the-loop approval.

At CirrusLabs, I developed Python services on AWS Lambda and built ETL pipelines feeding Snowflake and MongoDB for AWS QuickSight reporting. Earlier, I developed Python REST APIs and optimized database queries.

Experience

Work history, roles, and key accomplishments

AI Engineer

Netralabs

May 2025 - Jul 2026 (1 year 2 months)

Engineered a Python-based document extraction pipeline using Tesseract OCR and Gemma, parsing unstructured PDFs into validated JSON schemas. Developed emissions tracking prototypes and deployed automated AI agents using MindStudio and Make.com.

Python Tesseract OCR Gemma JSON Schema Validation MindStudio Make.Com Webhooks AI Agents

Cloud Engineer

CirrusLabs

Jun 2023 - Jul 2025 (2 years 1 month)

Developed and maintained serverless backend microservices using Python and AWS Lambda. Built and optimized production ETL pipelines streaming data into Snowflake and MongoDB, and set up CI/CD pipelines.

Python AWS Lambda ETL Snowflake MongoDB AWS QuickSight CI CD Git