suryansh.Full-stack engineer · AI & platforms
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01 / The project collection

Built with
intent.

AI products, developer platforms, and the automation behind better operations. Real work, with the constraints and outcomes left in.

08 projects / The collection

Project / 01Python · FastAPI · React

A complete call-quality review platform

Turned disconnected AI call scores into a complete review experience: find the conversations that need attention, review the evidence, and make sure the right action follows.

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Project / 02Python · Amazon Bedrock · Amazon Connect

Customer care that knows when to hand over

Built a production AI care agent that verifies order status against live data and hands other requests to Care or Sales with clear context. One codebase serves four markets.

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Project / 03Python · Tree-sitter · SQLite

TokenMuncher

A personal project exploring how coding agents find the code they need. Resolve a named symbol and assemble useful context within an explicit budget.

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Project / 04Python · FastAPI · Amazon Bedrock

Customer intelligence with evidence

Built a conversational analytics application that helps people investigate customer experiences—and trace each answer back to the data behind it.

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Project / 05Node.js · AWS · CloudFront

Fewer repeated operations. Lower delivery costs.

Designed a shared CloudFront invalidation workflow that prioritizes campaign needs, combines duplicate requests, and avoids unnecessary build and pipeline reruns.

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Project / 06Terraform · AWS · Platform engineering

Infrastructure made reusable

Built shared AWS infrastructure modules that encode secure defaults and reviewed patterns, helping engineers provision through code with less routine console access.

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Project / 07Automation · AWS · CI/CD

Application setup in minutes

Designed a guided automation that prepares the application, infrastructure, deployment configuration, and monitoring together. A stronger starting point for every new product.

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Project / 08Automation · Access governance · Audit

Quarterly access reviews, without the wait

Automated the repetitive work behind quarterly access audits, reducing a 7–10 day process to a five-minute run.

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November 2025 / Incident response

Helping contain a supply-chain attack.

Contributed to mitigating the Shai-Hulud 2.0 attack. The work brought the same care for reliability and access controls into a live security incident.