Architecting AI Systems
& Cloud Platforms
AI Systems, Solutions & Cloud platform architect and GenAI & MLOps engineer with 13.8+ years designing, building, and operating production-grade systems across pharmaceutical R&D, insurance, wealth management, travel commerce, and enterprise platforms.
Strong Python, cloud, and platform engineering background with recent hands-on ownership of multi-agent LLM orchestration using LangGraph, LangChain, Claude, MCPs, Docker, and GitLab CI/CD.
Known for making system-level architecture decisions, translating ambiguous scientific and business workflows into reliable AI-enabled platforms, and embedding security, observability, governance, and resilience into everyday engineering delivery.
7x AWS certified, including Machine Learning - Specialty, Security - Specialty, and Solutions Architect - Professional, plus Terraform and GCP certifications.
Multi-Agent AI Architect
Architected LLM-powered Portfolio Intelligence Expert using LangGraph multi-agent orchestration for pharmaceutical drug-target viability assessment
Scientific Data Platform
Led architecture of airDB, an AIRR scientific data discovery platform using ontology-driven modeling, Neptune GraphDB, and OpenSearch
Cloud Migration Leader
Led AWS migration of GBP 40B+ pensions platform serving 22M+ policies, achieving high availability and reducing deployment from days to ~1 hour
Team Mentor & Leader
Mentored 50+ engineers through DevOps bootcamps, upskilling teams in AWS, Terraform, CI/CD, Git, GitOps, and production engineering
Performance Scoreboard
Tracking wins, goals, and achievements on the field of cloud infrastructure
Years Experience
Platform Availability
Cost Reduction
Engineers Mentored
Deployment Speed
AWS Certifications
Core Competencies
Expertise across AI systems, cloud platforms, production engineering, and responsible AI
Applied AI / LLM Systems
- LangGraph & LangChain
- Claude, MCP & AI Agents
- RAG & Vector Databases
- Agentic Workflows & Tool Use
- AWS Bedrock & SageMaker
- MLOps, MLFlow & W&B
- Prompt Engineering & System Design
Production Engineering
- Python & APIs
- Docker & Kubernetes
- Terraform & GitOps
- GitLab CI/CD & Jenkins
- Tekton & ArgoCD
- Reliability & DR Engineering
Responsible AI / Reliability
- LLM Evaluation & Evals
- Guardrails & Safety Gates
- Traceable Evidence Artifacts
- Auditability & Checkpointing
- Secure API Orchestration
- Regulated Data Workflows
Cloud & Data Platforms
- AWS (7x Certified)
- GCP & Azure
- Neptune GraphDB & OpenSearch
- Snowflake & PostgreSQL
- OpenMetadata & Unity Catalog
- QuickSight & DataSync
Monitoring & Observability
- Datadog
- Logz.io & ELK Stack
- Grafana
- CloudWatch
- Enterprise Telemetry
- Multi-Cloud Monitoring
Programming & Tools
- Python
- Shell/Bash
- C# / .NET
- TypeScript
- GraphQL & REST APIs
- Git & Bitbucket
Additional Expertise
Career History
13.8+ years of driving innovation and delivering exceptional results
Tech Lead DevOps & MLOps / Applied AI & Cloud Platform
Architected and integrated an LLM-powered Portfolio Intelligence Expert into a LangGraph-based multi-agent orchestrator for pharmaceutical drug-target viability assessment
Tech Lead DevOps
Architected observability across multi-cloud enterprise estate spanning AWS, Azure, OpenShift, Kubernetes, SaaS platforms, and third-party tools
DevOps Lead
Led cloud migration of GBP 40B+ pensions and annuity platform from private cloud to AWS, supporting 22M+ policies
Software Developer and DevOps Engineer
Built CI/CD and cloud automation for enterprise hotel booking platforms handling large search and booking volumes
Key Projects & Implementations
Showcasing innovative solutions and large-scale implementations across industries
Multi-Agent Portfolio Intelligence Expert
In ProgressArchitected and integrated an LLM-powered Portfolio Intelligence Expert into a LangGraph-based multi-agent orchestrator for pharmaceutical drug-target viability assessment. Designed MCP-based agent architecture over Streamable HTTP transport with multi-header authentication through MuleSoft API Gateway.
airDB - Scientific Data Discovery Platform
ProductionLed end-to-end architecture of airDB, a research platform for managing and querying Adaptive Immune Receptor Repertoire (AIRR) sequence data. Architected ontology-driven data modeling using Amazon Neptune GraphDB and OpenSearch for high-performance full-text and faceted discovery.
Science & Research R&D AI/ML Innovation
In ProgressDesigned and implemented AI/ML and AWS Generative AI proof-of-concepts for digital pathology, diagnostics, and data-driven research workflows. Led experimentation with emerging AI/ML frameworks, translating research insights into scalable applications and reusable engineering patterns.
Enterprise Multi-Cloud Observability Platform
ProductionArchitected and rolled out observability across a multi-cloud enterprise estate spanning AWS, Azure, OpenShift, Kubernetes workloads, SaaS platforms, and third-party tools. Automated Datadog and Logz.io using Terraform and reusable automation modules.
SAP Hybris Infrastructure for Global Cruise Line
ProductionLed DevOps delivery for SAP Hybris infrastructure supporting a microservices-based Java application deployed on Kubernetes. Built automated CI/CD pipelines and analyzed migration options toward SAP Commerce Cloud.
Cloud Migration - GBP 40B+ Pensions & Annuity Platform
ProductionLed cloud automation and migration of a business-critical UK pensions and annuity platform from private cloud to AWS, supporting 22M+ policies. Delivered one-click deployment using Packer, Terraform, Vault, Jenkins, and blue-green deployment patterns.
VCash - Virtual Cash & Transaction System
ProductionDeveloped VCash, a virtual cash and online transaction system for agencies, agents, and affiliates of large-scale online travel agencies using C#/.NET and WCF SOAP services.
Vexiere - Identity & Access Management
ProductionDesigned and automated deployment of Vexiere, an identity, access control, and profile management platform aligned with PCI, OAuth, and OpenID standards for enterprise travel platform.
Many more projects and implementations across cloud infrastructure, automation, and AI/ML
Certifications
Continuous learning and validation of expertise
7x AWS Certified
Plus certifications in Terraform, GCP, and more
AWS Certified Solutions Architect - Professional
Amazon Web Services
AWS Certified Machine Learning – Specialty
Amazon Web Services
AWS Certified AI Practitioner
Amazon Web Services
AWS Certified Security – Specialty
Amazon Web Services
AWS Certified Solutions Architect - Associate
Amazon Web Services
AWS Certified Developer - Associate
Amazon Web Services
AWS Certified SysOps Administrator - Associate
Amazon Web Services
HashiCorp Certified: Terraform Associate
HashiCorp
GCP - Associate Cloud Engineer
Google Cloud
Let's Connect
Open to discussing opportunities, collaborations, or just connecting with fellow professionals
inbox.dpatil@gmail.com
Phone
+91 9021284186
linkedin.com/in/dpatil1410
Medium
dspatil.medium.com
Open to Opportunities
I'm passionate about leveraging automation, cloud-native technologies, and AI to drive business transformation. I'm always interested in discussing new projects, innovative solutions, and opportunities to contribute to impactful initiatives. Whether it's consulting, full-time roles, or collaboration on interesting projects, feel free to reach out!
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