Writing & Talks
Modern GenAI in Fintech
Slide deck + notes for leaders at hsbc‑style organizations: real use‑cases, ROI math, and risk controls.
🚀 DevOps × Generative AI
Hi👋🏻...I’m kaustubh
building resilient cloud systems and AI products that ship.
DevOps engineer with a knack for GenAI. I automate deployments, craft scalable cloud architectures, and build practical AI features like RAG chatbots, smart product navigation, and risk scoring tools. Currently exploring Google Cloud Architect patterns and AI-first UX on the web.
Skills & Expertise Summary
DevOps & Cloud
Core expertise in resilient cloud infrastructure, automation, and observability for mission-critical systems.
GCP (GCA track)
Kubernetes
Terraform
Linux/AIX
Grafana/ELK
Generative AI
Designing and deploying intelligent RAG, tool-use agents, and structured LLM outputs in production environments.
Agentic RAG
LangGraph
Gemini Flash
Vector DB
Guardrails
Software & UX
Hands-on experience with Python-based backends and front-end development, focusing on performance and accessibility.
Python/Java
Flask/FastAPI
Carbon Design
Performance
Accessibility
Tech Stack & Ecosystem
Infrastructure as Code (IaC)
Terraform
Ansible
Helm
Packer
CI/CD & Orchestration
Jenkins
GitLab CI
Argo CD
Artifactory
Docker
Databases & Data Stores
Oracle Exadata
PostgreSQL
Redis
Pinecone (Vector)
Observability & Monitoring
Grafana
Prometheus
Splunk
ELK Stack
Certifications & Awards
Education
2016 - 2019
Bachelor's Degree In Computer Engineering
Pune Institute of Computer Technology
Focus on cloud computing, DevOps practices, and software engineering fundamentals.
2013 - 2016
Diploma In Computer Engineering
Government Polytechnic, Yavatmal
Focus on cloud computing, DevOps practices, and software engineering fundamentals.
Featured Projects
Automated Blue-Green Deployment for Finance App
A zero-downtime deployment strategy using Kubernetes.
Tech Stack:
Terraform
ArgoCD
AWS
Docker
Key Metrics: Deployment time reduced by 90%
Multi-Cloud K8s GitOps Pipeline
A fully automated GitOps workflow using ArgoCD to manage application deployments across EKS, GKE, and AKS clusters.
Tech Stack:
Kubernetes
ArgoCD
Helm
Terraform
Key Metrics: Deployment time reduced by 90%
Multi-Cloud Observability Stack
Centralized logging and metrics across AWS and GCP environments.
Tech Stack:
Prometheus
Grafana
ELK
Python
Key Metrics: Alert response time improved by 65%
Automated Security & Compliance
Integrated static analysis (SAST) and container vulnerability scanning directly into the GitLab CI pipeline .
Tech Stack:
Gitlab
CI Security
SAST
Docker
Key Metrics: Alert response time improved by 65%
Automated Patching Pipeline with Ansible
Ensuring fleet security and compliance with zero human touch.
Tech Stack:
Ansible
Jenkins
GCP
Bash
Key Metrics: Vulnerability window decreased to 4 hours
Infrastructure as Code Modules
Reusable Terraform modules for provisioning common AWS/GCP resources, published to a private module registry.
Tech Stack:
Terraform
AWS
GCP
CICD
Key Metrics: Vulnerability window decreased to 4 hours
Experience
DevOps Engineer · Fintech
2019 - Present
- Migrated Exadata X5 → X10 with minimal downtime for a critical finance application.
- Automated AIX server fleet (7+ nodes) for JVM/IHS operations, cutting manual toil by 80%.
- Designed CI/CD pipelines, IaC, and observability with SLOs and incident playbooks.
Senior Analyst · Fintech
2024 - Present
- Multi-Cloud K8s GitOps Pipeline
- A fully automated GitOps workflow using ArgoCD to manage application deployments across EKS, GKE, and AKS clusters.
- Kubernetes ArgoCD Helm Terraform
Software Engineer · Ed-tech
2019 - 2020
- Infrastructure as Code Modules
- Reusable Terraform modules for provisioning common AWS/GCP resources, published to a private module registry.
- Terraform AWS GCP CI/CD
My Blogs & Articles
Writing & Talks
Writing & Talks
Attention Is All You Need
An intuitive walk‑through with diagrams, tokenization gotchas, and practical tips for builders.
👨💻
Community Content & memes
Find me on social media and other platforms for more content, coding tips, and engineering memes.
Certifications & Awards
Awards & Recognition
Silver Star Award
Modern GenAI in Fintech
Slide deck + notes for leaders at hsbc‑style organizations: real use‑cases, ROI math, and risk controls.
Silver Star Award
Attention Is All You Need
An intuitive walk‑through with diagrams, tokenization gotchas, and practical tips for builders.
Winner genAI spot award
Attention Is All You Need
An intuitive walk‑through with diagrams, tokenization gotchas, and practical tips for builders.
Lets's Connect 🙌
Whether you want to discuss a project, collaborate, or just say hi, I’d love to hear from you.