Judicio.ai
FounderIndependently built the legal AI platform, including research agents, hybrid search, document processing, review and drafting, integrations and production infrastructure.
THE FOUNDER
A hands-on founder and engineer who’s just as interested in the problem as the technology.
I founded Scrapegg Software Private Limited to bring ideas to life through thoughtful software. My work spans frontend and backend engineering, AI workflows, data platforms and the infrastructure that keeps products running.
I independently built Judicio and Factso, then rebuilt Verideck’s platform following its acquisition of Factso. Before that, I helped build products and engineering systems as a founding engineer and Senior Staff Engineer.
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THE JOURNEY
My professional experience, from data engineering to full-stack AI products. These are the roles and contributions that shaped how I work.
Independently built the legal AI platform, including research agents, hybrid search, document processing, review and drafting, integrations and production infrastructure.
Rebuilt Verideck and integrated Factso after its acquisition. Delivered ingestion, enrichment, narrative clustering, coordinated-activity analysis and human review workflows through handover.
Built a multimodal fact-checking agent with evidence retrieval, human review, APIs, model orchestration and scalable cloud deployment.
Built backend systems and helped establish the India engineering team. Developed real-time data pipelines, retrieval systems, model integrations and cloud delivery infrastructure.
Developed low-latency APIs, internal Python libraries and distributed job scheduling with dynamic workers.
Modernized infrastructure with microservices, model-serving integrations, GPU workload orchestration and structured monitoring.
Built an image-model training product, scalable inference APIs and on-demand GPU infrastructure.
Independently built the mobile app’s backend APIs, administration dashboard, reporting and scheduled push notifications.
Built parallel product-data ingestion, search indexing, APIs and operational dashboards for ecommerce search.
Integrated prediction models, automated data quality checks and built data processing and reporting workflows.
Built ingestion, profiling and data engineering workflows across relational systems and Hadoop.
EDUCATION
Sri Sairam Institute of Technology, Chennai
2008–2012
HAVE SOMETHING IN MIND?
A new product. A better workflow.
A problem worth solving.