status: open to new opportunities · incoming @ Freshworks, Aug 2026
Mayank Dixit
Software Engineer — Backend Systems & Platform ReliabilityIC3
I design and ship secure, scalable backend systems — from margin calculators moving real risk exposure to the alerting that keeps them up at 3am. Four years across fintech, SaaS, and platform teams, with a bias toward API contracts, observability, and code that survives contact with production.
M.D. · IC3
15–20%
exposure reduced via calculator redesign
Premium-based margin calculator redesign · Margin Technology
20–30%
faster issue detection after SRE alerting rollout
Pulse SRE alerting on GC, host & DB metrics · Margin Technology
8
engineers led on a regulatory initiative
Maven vulnerability remediation & Spring Boot upgrades · Margin Technology
1.5 hrs
cut from futures reporting turnaround
Spring Boot + Kafka test harness · Listed Clearing
10M+
trade IDs migrated off on-prem DB2
DB2 → Snowflake migration · Margin Technology
3.5h → 55m
report generation time, post multithreading
Multithreaded pipeline on the Snowflake migration · Margin Technology
AI Work
AI systems shipped to production
RAG · LLM
Dependency Advisor
Goldman Sachs · Margin Technology
A LangChain + Python assistant on a RAG pipeline — firmwide Maven dependency data embedded into a vector store — recommending optimal library versions and cutting integration risk.
LangChainRAGVector DB
LLM · DEV TOOLING
MR Review Agent
Goldman Sachs · VS Code Extension
An LLM-powered VS Code plugin that reviews merge requests in-editor, flagging issues and suggesting fixes before a human reviewer sees them.
LLM ToolingVS Code API