Pratik Dhanave
Agentic AI Architect with 7+ years architecting, building, and running Agentic AI solutions, autonomous AI workflows, and production-grade distributed systems end-to-end in Python and Go on Kubernetes, GCP, AWS, and Azure. Client-facing tech lead for 15+ enterprise engagements across 5 countries. Hands-on multi-agent orchestration (LangGraph, Google ADK, Microsoft Agent Framework, MCP, CrewAI, AutoGen), LLMs (prompt engineering, RAG architecture, memory management, agent workflows), and Vector Databases (pgvector, Pinecone, AlloyDB AI).
Authored Genie Project (Go multi-agent financial assistant on the Microsoft Agent Framework) and Bodh (MAI-DxO medical AI panel). Core contributor to Google's opensource Spanner Migration Tool — CDC pipelines on Datastream / Pub/Sub / Dataflow for Cloud Spanner. REST + gRPC API design, high-throughput data-plane patterns, OpenTelemetry observability.
Deep Telecom + Open Banking experience — architected and delivered Bancnet (multi-jurisdiction Middle East compliance), Globe 30K+ TPS Telecom engine, Ericsson and AT&T integrations. Led team of 4; mentored 40+ engineers across 3 international organizations; Google Cloud Next 2022 speaker; GSoC contributor (2017–2018) and mentor (2019–2026). Open to relocate: Mumbai, Bangalore, Hyderabad, Chennai, Dubai & International — passport valid through 2028, visa sponsorship ready.
Key Achievements
- Google Cloud Next 2022 Speaker — "Migrating Monolith Applications into Microservices"
- Tata Group BigQuery FinOps — Delivered 57% data warehouse cost reduction
- GSoC Mentor (2019–2026) — Guided 40+ students on cloud-native and AI-native projects
- Core Contributor — Google's Spanner Migration Tool, Genie (c2siorg), Bodh medical AI panel
- Agentic AI Architecture — Agentic AI Architect at ClearRoute (2026–present); AI-native engineering core team at Searce (2022–2025)
- Certifications — Google Cloud AI Leader, AWS Certified Generative AI Developer – Professional, Ardan Labs Ultimate Go
Technical Skills
Languages
Cloud Platforms
GenAI / ML
Databases
APIs & Protocols
Security
UX / Design
Professional Experience
- Designing agentic AI architecture and multi-agent systems (Microsoft Agent Framework, Google ADK, MCP) for enterprise engineering delivery
- Establishing patterns for reliable, observable, and governed agent workflows — guardrails, durable execution, human-in-the-loop, and evaluation
- Designed and led the architecture of Litmus GCP-native IoT data platform — serverless ingestion (Cloud Run + Pub/Sub) scaling to 10K msg/s, Vertex AI inference pipeline with Edge TPU models, reducing unplanned downtime 20% in pilot plants
- Led full-stack design and delivery of Bancnet Open Banking portal (multi-jurisdiction Middle East) — multi-agent RAG pipeline on AlloyDB AI, 7 specialized agents via Google ADK, 37% API latency reduction, data residency controls with automated compliance attestation
- Architected and led BigQuery FinOps engagement for Tata Group — query refactoring, MERGE redesign, capacity-based slot reservation transition delivering 57% data warehouse cost reduction
- Built Optimus: Gemini-powered BigQuery analyzer with NL2SQL interface (Gemini 1.5 Pro), automated slot reservation tuning, and SQL anti-pattern detection — 57% cost reduction in Tata engagement
- Built multi-language voice assistant PoC for Kinetic India two-wheelers — Whisper STT → Gemini NLU → ElevenLabs TTS pipeline with <500ms roundtrip in 5+ Indian languages (Bhashini integration)
- Architected Brownlow AFL voting platform PoC — zero-trust architecture, per-request RBAC with Cloud KMS-backed JWT, 100K+ votes processed with <50ms p99 latency, SCC-integrated threat detection
- Architected DB Corp (Dainik Bhaskar) GCP-native content delivery — Cloud CDN + Cloud Run serving high-traffic content delivery with sub-second TTFB and multi-region failover
- Core contributor to Google's Spanner Migration Tool — designed streaming CDC pipeline (Datastream → Pub/Sub → Dataflow) reducing migration time by ~40%, optimized query conversion engine handling 500+ SQL dialect differences
- Designed and built Globe Telecom 30K+ TPS transaction engine — led 10 engineers, PCI-aligned transaction flow with <100ms p99 latency, auto-scaling policies reducing infrastructure cost 25% off-peak
- Architected Picnic social network backend (1M+ users) — led international 4-person team, 47% API latency reduction via protobuf contracts, 80%+ test coverage, 60% production incident reduction
- Led team of 4 engineers; mentored 40+ across 4 internship cohorts; set architecture standards across product lines
- Client-facing tech lead (SPOC) for 15+ enterprise engagements — 35% faster onboarding, 30% faster deployments
- Open Source Developer & Architect for azure-service-operator and airshipit in collaboration with Ericsson, AT&T, and Microsoft — designed CRD-based provisioning workflows with drift detection and auto-reconciliation
- Integrated OpenTelemetry tracing into airshipit CI/CD pipeline, reducing manual operations by ~30%
- Bloom (SC Ventures / Standard Chartered) — built Terraform-based, policy-driven secure cloud provisioning on AWS/Azure with SOC 2 and ISO 27001 controls. Designed Sentinel policy framework with 200+ compliance rules
- Implemented push-to-deploy self-service capabilities, cutting onboarding time by 20%
- Shelter Associates — built open-source data platform for slum mapping and rehousing. Python data pipelines processing 50K+ household surveys with automated validation and geospatial indexing on Google Maps
- Built interactive dashboards reducing municipal report generation from weeks to hours across Pune, Sangli, Kolhapur
Selected Projects
-
Genie — Multi-agent Financial AssistantAuthor & Lead Engineer · Go, Microsoft Agent Framework, Postgres, OpenTelemetry15 role-specialized agents (supervisor, analyzer, forecaster, anomaly_detector, recommender, llm_auditor) on the Microsoft Agent Framework. JWT + RBAC, AES-256-GCM encryption, full OTel tracing. Reference implementation for multi-agent coordination.
-
Bodh — MAI-DxO Medical AI PanelAuthor & Lead Engineer · Go, Microsoft Agent Framework, FHIR R4, HL7 v2Virtual physician panel on the Microsoft Agent Framework inspired by Microsoft's MAI-DxO. 6+ diagnostic agents, FHIR R4 + HL7 v2 aware, cost-aware diagnostic budget enforcement. Healthcare-grade AI platform.
-
Tata Group — BigQuery FinOpsLead Engineer · BigQuery, SQL, GCPQuery refactoring, MERGE redesign, slot-based pricing adoption. 57% DWH cost reduction.
-
Picnic — Social Network BackendArchitect & Tech Lead (4 engineers) · Go, gRPC, GraphQL, Cloud Spanner1M+ users, 47% latency reduction via protobuf contracts + service consolidation. 80%+ test coverage, Prometheus observability, 40% cost reduction.
-
Globe — Telecom/FinTech Transaction EngineArchitect & Tech Lead (10 engineers) · Go, Kafka, Kubernetes30K+ TPS Kubernetes platform for telecom/FinTech. Idempotent processing, PCI-aligned data protection, dual-layer auth (JWT + API Keys), DLQ resilience.
-
Brownlow — AFL Voting Platform (PoC)Lead Backend Engineer · Go, GraphQL, gRPC, Cloud RunZero-trust voting platform. 100K+ votes, 10K+ concurrent users during live broadcasts. Cloud KMS encryption, Security Command Center audit logging.
-
Google's Spanner Migration ToolCore Contributor · Go, Python, Cloud DataflowBackend APIs for Intelligent Schema Assistant, CDC pipelines (Datastream/Pub/Sub/Dataflow). 40–60% post-migration query gains via primary key design + indexing.
-
Kinetic India — Voice Assistant for Bikes (PoC)Lead Engineer · Python, Go, ElevenLabs, GeminiMulti-language conversational voice assistant for two-wheeler riders. Whisper STT → Gemini NLU → ElevenLabs TTS with <500ms roundtrip in 5+ Indian languages via Bhashini integration.
-
Bancnet — Open Banking PortalArchitect & Tech Lead · Python, FastAPI, Google ADK, AlloyDB AIHigh-compliance Open Banking agent platform for multi-jurisdiction Middle East regulatory compliance. Multi-agent RAG pipeline on AlloyDB AI (pgvector), 7 specialized agents, 37% latency reduction, dual-language semantic search (EN/AR) across 15K+ banking regulations.
-
Optimus — BigQuery AnalyzerLead Engineer · Python, Gemini API, BigQuery, TerraformGemini-powered BigQuery analyzer detecting SQL anti-patterns, recommending query rewrites, and projecting savings. NL2SQL interface via Gemini 1.5 Pro for non-technical stakeholders. 57% cost reduction in Tata Group engagement.
-
Litmus — Industrial IoT Edge Data PlatformArchitect & Tech Lead · Python, Vertex AI, Pub/Sub, Cloud RunGCP-native data platform ingesting real-time telemetry from manufacturing plants and energy grids. Serverless ingestion scaling to 10K msg/s, Vertex AI inference with Edge TPU models, 20% reduction in unplanned downtime.
-
DB Corp (Dainik Bhaskar) — Digital News PlatformArchitect · GCP, Cloud CDN, Cloud Run, DataflowGCP-native content delivery for India's largest Hindi-language newspaper. Cloud CDN + Cloud Run serving high-traffic content with sub-second TTFB and multi-region failover.
Open Source Contributions
-
Go-based multi-agent financial assistant on the Microsoft Agent Framework. 15 role-specialized agents, full OpenTelemetry tracing, enterprise security.
-
BodhMedical AI platform — virtual physician panel on the Microsoft Agent Framework, FHIR R4 + HL7 v2 aware, cost-enforced diagnostics.
-
CDC pipelines for Cloud Spanner migration. Schema redesign, latency optimization, minimal-downtime cutover.
-
Kubernetes operator for managing Azure resources declaratively. CRD-based provisioning with drift detection and auto-reconciliation. Collaboration with Ericsson, AT&T, Microsoft.
-
Open-source platform for automated cloud provisioning. Integrated OpenTelemetry observability. Collaboration with AT&T and Ericsson.
-
Unified API library for cloud resources across AWS, GCP, Azure. GSoC 2017 contributor.
-
Enhanced CX interpreter for deterministic blockchain execution — Pratt parser reducing parsing complexity by ~30%. GSoC 2018 contributor.
Certifications
- Coursera: Google Cloud Generative AI Leader Professional Certificate
- Udemy: AWS Certified Generative AI Developer – Professional
- Ardan Labs: Ultimate Go and Ultimate Services Go
Education
Languages
Relocation & Availability
- Open to relocate: Mumbai, Bangalore, Hyderabad, Chennai, Dubai & International — Passport valid through 2028, visa sponsorship ready
- Available within 30 days — Degree certificate & experience letters ready for MEA + UAE Embassy attestation
- Direct Middle East regulatory experience via Bancnet Open Banking compliance platform
Speaking & Community
- Google Cloud Next 2022 — Speaker on "Migrating Monolith Applications into Microservices"
- Google Summer of Code — Contributor (2017–2018), Mentor (2019–2026) on cloud-native & AI-native projects
- Searce Internships — Mentored 40+ engineers across 4 cohorts; ran architecture & AI-engineering brown-bag sessions
- Open Source Maintainer — Genie (c2siorg), Bodh, gocloud, cx; reviewer for multi-agent reference architecture PRs