Leadership · Team lead
Jaydev Vara
AI Automation & Data Engineer — Workflow Automation, Data Pipelines & RAG
Turns business processes into AI workflows — events, queues, approvals, and long-running jobs — and builds the data layer those workflows depend on. Ingests documents, databases, and email into clean, chunked, embedded knowledge with hybrid search and access control, so agents retrieve the right context and every answer can point to its source.
Best forAutomating business processes with AI, and preparing the data behind it: pipelines, document ingestion, embeddings, and RAG.
Expertise
What Jaydev works in day to day.
Workflow automation
- Event-driven workflows
- Queues & workers
- Webhooks & API orchestration
- Approval workflows
- Retries & idempotency
Data engineering
- Data pipelines
- Document ingestion
- Structured & unstructured data
- Data quality
- PostgreSQL
Knowledge & retrieval
- Chunking strategies
- Embeddings
- Hybrid search & reranking
- Access-controlled RAG
- Citations / grounding
Stack
- Python
- Node.js
- pgvector
- Qdrant
- Redis
Typical engagements
The projects Jaydev leads for our clients.
- 01Business process automation
- 02Lead qualification & CRM automation
- 03Approval workflows
- 04Document ingestion pipelines
- 05Enterprise knowledge bases
- 06Document Q&A
- 07AI search systems
- 08Data migration for AI
Leadership
One team, six specialisms.
Every project gets the right lead for each part — solution architecture, agents and ML, automation and data, security and cloud, product and engineering, and delivery.
Shyamsinh ParmarAI Solutions & Systems Architect