Senior Software Engineer & Cloud Architect · Pune, India
7+ years building cloud-native, distributed systems in Go, Python, and TypeScript on GCP, AWS, and Azure. I specialize in Agentic AI systems and multi-agent orchestration, healthcare AI, microservices, gRPC / GraphQL APIs, and FinOps — bridging LLMs with real-time enterprise systems (Google ADK, MCP, MARA, Vertex AI Agent Engine, LangChain, LangGraph, CrewAI).
- Multi-agent AI systems for FinTech (Google ADK · MCP · MARA · Vertex AI Agent Engine)
- Medical AI — FHIR R4 + HL7 v2, cost-aware diagnostic budgets, clinical reasoning
- RAG & GraphRAG pipelines on AlloyDB AI, BigQuery Knowledge Graph, and pgvector
- Voice AI assistants (ElevenLabs + Gemini)
- Open Banking — consent management and regulatory compliance (ADGM, DIFC, SAMA)
- Open-source contributions — Genie, Bodh, and Google's Spanner Migration Tool
Senior / Staff Engineer and Cloud Architect roles in FinTech, Healthcare Tech, GenAI Infrastructure, and Open Banking — Bengaluru, Pune, Mumbai, Hyderabad, Remote, EMEA, UAE.
- ✉️ Email — i.pratikdhanave@gmail.com
- 💼 LinkedIn — linkedin.com/in/pratikdhanave (2,455+ followers)
- 🌐 Portfolio — pratikdhanave.github.io
- 🎤 GCN 2022 Talk — Migrating Monolith Applications into Microservices
- Multi-Agent Systems Architecture — hierarchical coordination patterns, function calling, cost-aware decision trees, observability & cost tracking Website · GitHub
- BigQuery FinOps: 57% Cost Reduction at Scale — query refactoring, materialized views, MERGE optimization, slot-based capacity planning Website · GitHub
- FHIR R4 + HL7 v2 Medical AI Interoperability — Bodh architecture, cost-aware diagnostic budgets, HIPAA compliance patterns Website · GitHub
- 🎤 Speaker at Google Cloud Next 2022 — "Migrating Monolith Applications into Microservices"
- 🌍 Google Summer of Code — Contributor (2017–2018), Mentor (2019–2026); guided 10+ students on cloud-native and AI-native projects
- 💼 Productized Tata Group BigQuery cost-optimization engagement into Searce's GCP managed service offering — INR ₹100 Cr+ (~$12M) saved, 57% DW cost reduction
- 🎓 Google Cloud Generative AI Leader Professional Certificate
- 🎓 Google Cloud Specialization — Data Engineering, Big Data, and Machine Learning on GCP
- 🎓 Ardan Labs — Ultimate Go and Ultimate Services Go
- GoogleCloudPlatform/spanner-migration-tool (HarbourBridge) — core contributor. Built backend APIs for the Intelligent Schema Assistant, CDC pipelines (Datastream · Pub/Sub · Dataflow), and improved post-migration query performance by 40–60% through PK design, indexing, and table interleaving.
- leopardslab/gocloud — unified API library for managing cloud resources across AWS, GCP, and Azure.
- skycoin/cx — enhanced the CX interpreter for deterministic blockchain transaction execution; implemented a Pratt parser reducing parsing complexity by ~30%.
| Project | What it does | Stack |
|---|---|---|
| Genie | Multi-agent financial assistant bridging LLMs with real-time banking APIs for autonomous advisory, predictive cash-flow analysis, and transaction orchestration. 15 role-specialized agents on Google's multi-agent reference architecture (MARA). | Go · MARA · MCP · Vertex AI Agent Engine · PostgreSQL · OpenTelemetry |
| Bodh | Medical AI inspired by Microsoft's MAI-DxO Sequential Diagnostic Panel. Virtual physician panel of 7 role-specialized agents (intake, supervisor, questioner, test planner, cost guardian, diagnostician, reasoning verifier); FHIR R4 + HL7 v2 aware with cost-aware diagnostic budget enforcement. | Go · MARA · FHIR R4 · HL7 v2 · SD-Bench |
| Bancnet | Open Banking portal for UAE (ADGM/DIFC) and Saudi (SAMA) with consent management, data residency, and RAG semantic search on AlloyDB AI — 37% latency reduction. | Python · Go · FastAPI · RAG · pgvector · AlloyDB AI |
| Optimus | Gemini-powered BigQuery analyzer detecting SQL anti-patterns (full scans, inefficient joins, missing partition filters) and recommending optimizations — delivered 57% cost reduction. | Python · Go · Gemini API · BigQuery |
| Kinetic India Voice Assistant | Conversational voice AI for two-wheeler riders — diagnostics, service booking, and ride telemetry, with ElevenLabs voice synthesis and Gemini-backed dialog management. | Python · Go · ElevenLabs · Gemini |
| Project | What it does | Stack |
|---|---|---|
| Brownlow | Zero-trust voting platform for the AFL Brownlow Medal — 100K+ votes, 10K+ concurrent users on Cloud Run during live broadcasts; validation, encryption (Cloud KMS), audit logging, and abuse prevention secured with Security Command Center. | Go · GraphQL · gRPC · Cloud Run · Cloud KMS · Pub/Sub |
| Globe | Kubernetes transaction platform handling 30K+ TPS for telecom/FinTech partner integrations — led 10 engineers; idempotent processing, ledger/reconciliation, dual-layer auth (JWT + API keys), and PCI-aligned data protection. | Go · Kubernetes · Kafka · Pub/Sub · Redis |
| Picnic | Social network backend serving 1M+ users — designed Go/gRPC microservices behind a GraphQL API gateway, reducing API response latency by 47% via protobuf contracts and service consolidation; led a remote-first team of 4. | Go · gRPC · GraphQL · Cloud Spanner |
| HarbourBridge | CDC pipelines for minimal-downtime migrations to Cloud Spanner — backend APIs for the Intelligent Schema Assistant with 40–60% post-migration query gains. | Go · Python · Cloud Spanner · Datastream |
| Litmus | Industrial IoT edge data platform — real-time ingestion from manufacturing/energy plants (MQTT, OPC-UA), Python streaming pipelines to cloud analytics, and AI-driven anomaly detection. | Python · Go · MQTT · OPC-UA · Kubernetes |
| P2P Financial Lending Platform | Lending platform processing 5K+ loans/month with a double-entry ledger, 3+ credit bureaus, payment gateways, KYC/AML, fraud detection, and maker-checker RBAC. | Go · PostgreSQL |
Languages — Go · Python · TypeScript · SQL
Multi-Agent AI — Google ADK · MARA · MCP · A2A · LangGraph · LangChain · CrewAI · AutoGen · Genkit · Function Calling · ReAct · LLM-as-Judge · Agent Workflows · Cost-aware Constraints
Healthcare AI — FHIR R4 · HL7 v2 · MAI-DxO · SD-Bench · Cost-aware Diagnostic Budgets · Clinical Reasoning
GenAI / ML — Vertex AI Agent Engine · RAG · GraphRAG · BigQuery Knowledge Graph · Voice AI (ElevenLabs) · LangSmith · OpenAI · Anthropic Claude · Google Gemini · AWS Bedrock · Hugging Face · Ollama · MLOps · LLMOps
Cloud platforms — GCP (Vertex AI Agent Engine, BigQuery, Cloud Spanner, Cloud Run, Dataflow, Datastream) · AWS (EC2, EKS, Lambda, Bedrock) · Azure (App Service, Cosmos DB, AI Search)
Databases & vector search — PostgreSQL · pgvector · Cloud Spanner · BigQuery · AlloyDB AI · Pinecone · MongoDB · Redis
APIs & protocols — REST · gRPC · GraphQL · FastAPI · Gin · Django · OpenTelemetry · Pub/Sub · Kafka · Apache Airflow
Infrastructure & DevOps — Kubernetes · GKE · EKS · Helm · Docker · Terraform · GitHub Actions · Jenkins · Cloud Run · AWS Lambda
Voice AI — ElevenLabs · Dialog Management · Multi-language Support
IoT & edge — MQTT · OPC-UA · Edge-to-cloud Orchestration
Observability — OpenTelemetry · Prometheus · Grafana · Jaeger · Cloud Trace
Security & compliance — Cloud IAM · KMS · HSM · Secret Manager · Cloud Armor · VPC Service Controls · IAP · Cloud DLP · Binary Authorization · Security Command Center · JWT · OAuth 2.0 · OpenID Connect · Zero-Trust · HIPAA · SOC 2 · ISO 27001 · PCI-DSS · KYC/AML
FinOps — BigQuery cost optimization · Slot-based capacity planning · Query profiling · Materialized views
Domain expertise — FinTech · Open Banking (UAE ADGM/DIFC, Saudi SAMA) · Healthcare Tech · Enterprise AI Adoption
Multi-Agent AI · Google ADK · MCP · Agentic Commerce · BigQuery Graph · LLM determinism · Genkit middleware · and the production realities of building reliable AI systems on Google Cloud.
📖 Follow my posts on LinkedIn (2,455+ followers).
- Google Cloud Generative AI Leader — Professional Certificate (Coursera)
- AWS Certified Generative AI Developer — Professional (Udemy)
- Google Cloud Specialization — Data Engineering, Big Data, and Machine Learning on GCP
- Ardan Labs — Ultimate Go and Ultimate Services Go
Looking for senior engineering talent with deep backend + GenAI + multi-region compliance experience? Let's talk.
Last updated: June 2026 · Built with care, not with templates.