Chapter 04
Projects
Experiments and open builds exploring agents, compliance automation, and control planes — OpenAGI (open-source agents, MCP) and LegalEase (Legal-Pit-Stop for Indian MSMEs).
Feb 2024
OpenAGI
Open-Source Autonomous Agent Framework
Built core backend infrastructure for an open-source autonomous agent framework. Applied Control Plane architecture to enable long-running agentic workflows at scale. OpenAGI aims to make human-like agents accessible through a developer framework for autonomous, multi-step tasks.
- Implemented MCP servers enabling secure, scalable tool integration and inter-agent communication across distributed workflows
- Engineered custom planning algorithms, memory-augmented state machines, and self-correcting execution pipelines with fault recovery
- Multi-agent orchestration with TaskPlanner, Workers, and Admin for autonomous and human-in-the-loop execution
- Long-term memory so agents recall prior interactions and stay contextually relevant across sessions
Nov 2023
LegalEase
Compliance & Document Automation for MSMEs
Compliance and document automation platform designed for Indian MSMEs. Enterprise-grade data privacy with IAM role-based access controls and encrypted storage. Legal-Pit-Stop for MSMEs — simplifying document management, compliance, and legal understanding in India.
- Scalable FastAPI backend with automated OCR ingestion pipelines, RESTful microservices, and semantic document retrieval via vector embeddings and pgvector
- Secure data storage and retrieval with AWS S3 and IAM role-based access controls ensuring enterprise-grade encryption compliance
- AI/NLP document understanding with compliance checks aligned to Indian regulations and standards
- Document generation for contracts and agreements; irregularity detection surfaces inconsistencies and legal risks
- Co-built with Vaniseth Chaudhary (@vaniseth) on the velarizz/LegalEase repository