devkernels

Engineering

Building systems that think.

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Senior MTS at Oracle. 6 years building distributed systems, real-time data pipelines, and AI infrastructure across Oracle, Goldman Sachs, and Paytm.

About

6+ years shipping production systems at scale — from NPCI payment integrations handling millions of daily transactions to real-time CDC pipelines at Oracle. I think in systems, ship in sprints, and obsess over the details that separate a demo from a deployment. Currently running a 6-agent AI system on OpenClaw — with hybrid memory, Telegram bots, and voice pipelines running 24/7 on a single VPS.

Experience

Senior Member of Technical Staff

Oracle

Jan 2025 – Present
  • Designed real-time CDC streaming pipelines with Oracle GoldenGate and WebSocket event layer — sub-second propagation.
  • Architected a DAG-based pipeline orchestration engine with topological sort, concurrent execution, and stateful failure recovery.
GoldenGate CDCWebSocketApache SparkDAG Orchestration

Vice President (SDE III)

Goldman Sachs

Dec 2023 – Jan 2025
  • Built a metadata-driven generic interface for account lifecycle events — cut deployment overhead across onboarding flows.
  • Reduced MTTR by 30% via Grafana + Prometheus observability stack for trading platform reconciliation.
JavaSpring BootGrafanaPrometheusKafka

Associate (SSE)

Goldman Sachs

Aug 2022 – Dec 2023
  • Designed post-account opening workflows from scratch — 60% operational risk reduction, 99% SLA compliance.
JavaDistributed SystemsSpring Cloud

Senior Software Engineer

Paytm

Apr 2022 – Aug 2022
  • Optimized FasTag issuance and payment workflows handling millions of daily transactions via NPCI integration.
JavaSpring BootNPCIFasTag

Software Engineer

Paytm

Jul 2021 – Mar 2022
  • Built an in-memory centralized config store for real-time URL and property updates across payment services.
JavaRedisCircuit Breakers

Software Engineer

FICO

Jul 2019 – Jul 2021
  • Developed backend services for customer onboarding and loan repayment — 60% reduction in onboarding time.
JavaJavaScriptSpring Boot

Master of Technology

NIT Bhopal

2017 – 2019

What I Build

Multi-Agent AI Systems

6 specialized agents on OpenClaw — hybrid Redis + pgvector memory, Telegram bots, voice pipeline. Running 24/7 on a single VPS.

Data Engineering

CDC pipelines with Oracle GoldenGate, Apache Iceberg, real-time replication on OCI.

Cloud Infrastructure

Terraform, OCI, distributed system design, production deployments.

Developer Tools

CLI tools in Go, voice cloning with XTTS-v2, local LLM inference optimization.

Tech Stack

Languages

JavaGolangPythonTypeScriptRust

Infrastructure

Apache KafkaApache SparkRedisPostgreSQLElasticsearch

Cloud

OCITerraformDockerKubernetessystemd

Frameworks

Spring BootSpring CloudFastAPIDjangoNext.js

AI / ML

LLM InferenceOllamapgvectorEmbeddingsAgent Systems

Observability

GrafanaPrometheusJenkinsGitCI/CD

Writing

Contact

Let's build something.