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PratikDhanave/README.md

Hi, I'm Pratik 👋

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 work on microservices, gRPC / GraphQL APIs, and Multi-Agent AI systems (Google ADK, MCP, Vertex AI Agent Engine, LangChain, CrewAI).

🔭 What I'm working on right now

  • Multi-agent AI systems for FinTech (Google ADK · MCP · Vertex AI Agent Engine)
  • RAG and GraphRAG pipelines on AlloyDB AI and BigQuery Knowledge Graph
  • Voice AI assistants (ElevenLabs + Gemini)
  • Ongoing open-source contributions to Google's Spanner Migration Tool

📍 Open to Senior / Staff Engineer and Cloud Architect roles in FinTech, Open Banking, and GenAI infrastructure — Bengaluru, Pune, Mumbai, Hyderabad, Remote, EMEA.

📧 Reach me: i.pratikdhanave@gmail.com · LinkedIn · GCN 2022 talk


🏆 Recognition

  • 🎤 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

🌱 Open source

  • 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 Pratt parser reducing parsing complexity by ~30%.

🚀 Featured projects

Multi-Agent AI & GenAI

Project What it does Stack
Genie Multi-agent financial assistant bridging LLMs with real-time banking APIs for autonomous advisory and predictive cash-flow analysis. Implements Google's multi-agent reference architecture. Python · Google ADK · MCP · Vertex AI Agent Engine · FastAPI
MAI-DxO Diagnostic Agent Panel Replicated Microsoft's Sequential Diagnostic Panel pattern with 5 role-specialized agents (Hypothesis, Challenger, Stewardship, Test Chooser, Checklist) and multi-model routing across Claude, GPT-O3, Gemini. Python · ADK · multi-model
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 · FastAPI · RAG · pgvector · AlloyDB AI
Optimus Gemini-powered BigQuery analyzer detecting SQL anti-patterns (full scans, inefficient joins, missing partition filters); delivered 57% cost reduction. Python · Gemini API · BigQuery
Kinetic India Voice Assistant for Bike Conversational voice AI for two-wheeler riders — diagnostics, service booking, ride telemetry. Python · ElevenLabs · Gemini

Backend & Distributed Systems

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, secured with Cloud KMS + Security Command Center. Go · GraphQL · gRPC · Cloud SQL · Pub/Sub
Globe Kubernetes transaction platform handling 30K+ TPS for telecom/FinTech partner integrations — led 10 engineers, PCI-aligned, idempotent processing, error-code orchestration framework. Go · Kubernetes · Kafka · Pub/Sub · Redis
Picnic Social platform backend serving 1M+ users — reduced API response latency 47% via protobuf contracts and service consolidation; led a remote-first team of 4. Go · gRPC · GraphQL · Cloud Spanner
P2P Financial Lending Platform Lending platform processing 5K+ loans/month with double-entry ledger, 3+ credit bureaus, payment gateways, KYC/AML, fraud detection, maker-checker RBAC. Go · PostgreSQL

🛠️ Tech stack

Languages — Go · Python · TypeScript · SQL

Cloud — GCP · AWS · Azure

GenAI / ML — Google ADK · Model Context Protocol (MCP) · A2A · Vertex AI Agent Engine · LangChain · LangGraph · CrewAI · AutoGen · Genkit · RAG · GraphRAG · BigQuery Knowledge Graph · pgvector · AlloyDB AI · Pinecone · Voice AI (ElevenLabs) · LLM-as-Judge · LangSmith · OpenAI · Anthropic Claude · Google Gemini · AWS Bedrock · Hugging Face · Ollama · MLOps · LLMOps

Backend — gRPC · GraphQL · REST · FastAPI · Gin · Django · Cloud Spanner · BigQuery · PostgreSQL · MongoDB · Redis · Kafka · Apache Airflow · Pub/Sub

Infra & DevOps — Kubernetes · GKE · EKS · Helm · Docker · Terraform · GitHub Actions · Jenkins · Cloud Run · AWS Lambda · Prometheus · Grafana · OpenTelemetry

Security & Compliance — Cloud IAM · KMS · HSM · Cloud Armor · VPC Service Controls · IAP · DLP · Binary Authorization · Security Command Center · JWT · OAuth 2.0 · OpenID Connect · Zero-Trust · SOC 2 · ISO 27001 · PCI-DSS · KYC/AML

Domain expertise — FinTech · Open Banking (UAE ADGM/DIFC, Saudi SAMA) · Enterprise AI Adoption · FinOps


✍️ I write about

Multi-Agent AI · Google ADK · MCP · Agentic Commerce · BigQuery Graph · LLM determinism · Genkit middleware · the production realities of building reliable AI systems on Google Cloud.

📖 Follow posts on LinkedIn (2,455+ followers).


📊 GitHub stats

Pratik's GitHub stats

Top Languages

GitHub Streak


📫 How to reach me


Looking for senior engineering talent with deep backend + GenAI + multi-region compliance experience? Let's talk.

Last updated: May 2026 · Built with care, not with templates.

Pinned Loading

  1. harbourbridge harbourbridge Public

    Forked from GoogleCloudPlatform/spanner-migration-tool

    Cloud Spanner evaluation and migration using an existing PostgreSQL or MySQL or DynamoDB database.

    Go

  2. cx cx Public

    Forked from skycoin/cx

    A new programming language for blockchain.

    Go

  3. onflow/cadence onflow/cadence Public

    Cadence: the resource-oriented smart contract programming language of the Flow network. Capability-based security, type safety, and move semantics

    Go 547 151

  4. scorelab/GSoC scorelab/GSoC Public

    SCoRe Lab GSoC Final Reports

    122 194

  5. leopardslab/gocloud leopardslab/gocloud Public

    ☁️ Go API for open cloud

    Go 122 143

  6. cloudlibz/rustcloud cloudlibz/rustcloud Public

    Cloud services library for Rust

    36 27