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london, uk·software engineer ii @ J.P. Morgan Chase

SudiptoGhosh

polyglot software engineer · cloud infra + ui at scale

see sudiviz
sudipto.dev — zsh⌘K
$sudipto --status --verbose
portfolio.v2// london, uk
booting
0%
  • [ ok ]subscriptions-mgmt.service
  • [ ok ]aisearch.service
  • [ ok ]eks-multi-region.target
  • [ ok ]sudiviz.timer
  • [ run ]integration-tests.job
  • [queued]gta-vi.deploy
shipping before GTA VI dropshopefully
  • python
  • java
  • typescript
  • c++
  • react
  • terraform
  • kubernetes
  • aws
~/sudipto/work$ls --tag=all

work01

01● now

AiSearch

J.P. Morgan Chase/Software Engineer II

LLM-powered augmented search platform serving 100K+ external users.

  • cut analyst retrieval time by 85%
  • retrieval + ranking pipeline in python
  • search surface in react / typescript
datauiLondon
02● now

Subscriptions Management

J.P. Morgan Chase/Software Engineer II

Architected the infrastructure behind a portal handling 10M+ subscriptions.

  • 10M+ subscriptions under management
  • terraform-defined, reviewed like code
  • designed for the boring kind of scale
infraLondon
03● now

Multi-region EKS

J.P. Morgan Chase/Software Engineer II

Runs Kubernetes on EKS across regions for production workloads.

  • multi-region failover
  • aws developer associate + terraform associate
  • on-call reality, not slideware
infraLondon
04● now

FindResearch

J.P. Morgan Chase/Software Engineer II

Ships python risk / P&L services and the react + typescript UIs on top of them.

  • risk and P&L services in python
  • react / typescript front ends
  • full-stack, end to end
uidataLondon
05● now

Regulatory Action & Compliance

J.P. Morgan Chase/Software Engineer II

Building dashboards and MCP servers so compliance data answers its own questions.

  • dashboards for regulatory workflows
  • MCP servers wiring tools to models
datainfraLondon
06● now

sudiviz

open source/author + maintainer

X-ray vision for your cloud infrastructure. 13K+ downloads, presented at EuroSciPy 2026.

  • maps live aws infra as a graph
  • catches misconfigs, orphans, terraform drift
  • talks: euroscipy 2026 kraków · aws offices london
ossinfrathe internet
072020 – 2022

Google Summer of Code — mentor

Public Lab/mentor

Mentored GSoC students at Public Lab across three consecutive summers.

  • gsoc mentor '20, '21, '22
  • also part of outreachy '21 and google code-in '19
ossremote
082018 – 2020

Books4U

founder/founder

Second-hand college textbook marketplace. 25,000+ transactions, 10+ colleges, $100K revenue.

  • 25,000+ transactions
  • 10+ colleges on the network
  • $100K revenue before graduating
uidataJalpaiguri, India

drag, scroll, or arrow-key the rail · 8 of 8 shown

~/sudipto/projects$cat sudiviz/README.md
presented at EuroSciPy 2026 · Kraków 🇵🇱

sudiviz

X-ray vision for your cloud infrastructure.

An open-source python CLI that maps live AWS infrastructure as an interactive graph — then tells you what's wrong with it. Misconfigs, orphaned resources, terraform drift.

13K+
downloads
617
last 30 days
8
stars
1
forks

stars live from github · downloads cached (pypistats rate limit)

vpc-0a91 · eu-west-2igwalbeksrdss3lambdasqsec2orphanno refs± drift vs terraform$ sudiviz scan --region eu-west-28 nodes · 2 findings
  • # Diagnose your infrastructure

    $sudiviz diagnose
  • # Explain findings in plain English (via Bedrock)

    $sudiviz explain
  • # Interactive web visualization

    $sudiviz graph --output web --open
  • # Auto-fix issues

    $sudiviz fix --apply

MCP server

agentic ai

sudiviz ships an MCP server so AI agents (Claude Desktop, Claude Code, Cursor, etc.) can discover, diagnose and remediate your infrastructure via natural language.

claude desktopclaude codecursor
$pip install 'sudiviz[mcp]'
  • # Start the MCP server (stdio transport)

    $sudiviz-mcp

everything, in one extra:

aws offices · londonA01
aws offices · london
euroscipy 2026 · krakówA02
euroscipy 2026 · kraków
the banner, krakówA03
the banner, kraków
the graph, two screensA04
the graph, two screens
B05
quiz night hardware
B06
table tennis, contested
B07
guitar, unamplified
C08
books4u, jalpaiguri
C09
london, 6am deploy
C10
whiteboard, survived

4 exposed · 10 frames · scroll sideways

~/sudipto/about$man sudipto | tail -12

away from the terminal07

Competitive quizzer — the kind who argues about the answer after the buzzer. Plays table tennis with more confidence than backhand. Owns a guitar and, occasionally, plays it. Got this job through a hackathon, which is still the best deploy story he has.

  • quizzingbuzzer first, think later
  • table tennisforehand only, sadly
  • guitarfour chords, high conviction
aws-dev-assocterraform-assocgsoc-mentor ×3