Karthik Dileep

Wealthh, a mutual fund investment platform, and Kalman, its AI investment assistant

• Developed Kalman, an AI investment assistant on an Agno multi-agent system, routing each query to specialist agents for fund research, portfolio reviews and orders.
• Built MCP servers exposing fund data, portfolio analytics and BSE orders as agent tools, with a hybrid LLM and embedding-based tool selector.
• Architected the FastAPI and PostgreSQL backend with the BSE StAR MF order integration, shipped via GitHub Actions CI/CD with test gates and blue/green deploys on GCP.

SyncSafe, an AWS disaster-recovery and infrastructure-as-code platform

• Engineered a Pulumi provisioning engine deploying AWS workloads with automatic rollback, plus cross-region disaster-recovery sync in boto3 with drift detection.
• Developed the FastAPI backend on PostgreSQL and MongoDB with role-based access, Confluent Kafka job events and real-time deployment logs over WebSockets.
• For client EXL Services, migrated a legacy data warehouse to Python ETL pipelines on AWS Redshift, orchestrated with Airflow and monitored via CloudWatch.