---
title: "Ravi Mula - Platform Architect in Bengaluru, Karnataka | Tal"
description: "Meet Ravi Mula, Platform Architect | National-Scale Financial Infrastructure | Open Source & DPG | Finternet based in Bengaluru, Karnataka. AI stack includes claude code, codex, and langchain. Explore public work links including github."
image: "https://tal.club/meet/ravi-44/share-image"
---

# Ravi Mula on Tal

## Headline

Platform Architect \| National\-Scale Financial Infrastructure \| Open Source & DPG \| Finternet

## About

I am a Platform Architect specializing in designing and scaling national\-level financial infrastructure and digital public goods\. With a track record spanning 0\-to\-1 startups and government\-scale systems, I excel at building pluggable, modular architectures that prioritize long\-term maintainability over quick fixes\. My approach is end\-to\-end; I believe the true quality of an architecture is only verified through production load\. Leveraging deep experience in systems design, AI integration, and high\-throughput data processing, I help organizations navigate complex scaling challenges and modernize critical technological foundations\.

## Location

Bengaluru, Karnataka

## AI stack

claude code

codex

langchain

langgraph

notebooklm

obsidian

## Work experience

Platform Architect at Sanketika, May 2023 \- Present · 3 yrs 3 mos, Bengaluru, Karnataka, India, A niche architecture consultancy of 30 people, driving the architecture for national\-scale Digital Public Infrastructure and enterprise platforms\. Each engagement: formal architecture spec → guide client team → contribute to critical components\. \- Finternet: Whitepaper to alpha in 6 months\. Designed UNITS architecture, built the token engine in Rust with pluggable token programs, orchestration API in Go, full infra on Terraform/ArgoCD\. \- National Payments Corporation of India: Designed and Built computation pipeline, query engine, and the org\-wide modular Data Processing Framework processing about 500M\+ transactions per day \- Obsrv: Built connector framework \(Scala/Python SDKs\), multi\-cloud infra across AWS/GCP/Azure\. Production at Income Tax Dept of India and Infosys\. Digital Public Good\. \- Sunbird: Lead Architect for India's flagship open\-source DPI platform, driving all features and global adoption\. · Life Insurance Corporation of India: Architected 7\-stage real\-time CDC pipeline \(MySQL→Kafka→MongoDB\) for India's largest life insurer \(300M\+ policies\)\.

Software Architect at Tripaneer, May 2021 \- Apr 2023 · 2 yrs, Amsterdam, North Holland, Netherlands, Led architecture and engineering for a distributed European team during hyper\-growth\. \- Architected multi\-currency booking engine with payment workflows and accounting integration \- Built ML platform: BERT vector search, booking intent model \(\+10% conversions\), page\-migration classifier \(pruned millions of stale pages\), ETL rewrite \(60% faster\) \- Established data engineering and MLOps practices; led AI R&D \(dynamic pricing, image captioning, attribution\)

Architect & Open Source Contributor at ML Square, Dec 2018 \- Dec 2021 · 3 yrs 1 mo, Bengaluru Area, India, \- Developed a python package mlsquare to simplify the conversion of standard machine learning models to deep learning models for machine learning developers\. \- Implemented a pluggable architecture that allows for seamless integration of any machine learning or deep learning library into the package\. \- Acted as a supervisor for design decisions, upcoming features, and participated in code reviews to ensure high quality and maintainability of the package

Head of Engineering \(Founding\) at NPBridge, Mar 2018 \- May 2021 · 3 yrs 3 mos, Bengaluru Area, India, Joined as Head of Engineering and First Engineer\. Built the full stack from scratch: architecture, infrastructure, and engineering practices\. Cloud\-native on AWS with Kubernetes and Terraform\. \- Pluggable web crawler: 40K pages/day; source definitions \(URL patterns, crawl rules, selectors\) were declarative configs, so adding a new domain meant writing an entry to the database, not a new adapter \- SaaS vector search engine with NLP pipelines and domain classifiers at 98% accuracy using Transformers and BERT \(2018, pre\-mainstream\)

Member Of Technical Staff at IQLECT, Dec 2016 \- Feb 2018 · 1 yr 3 mos, Bengaluru Area, India, \- Integrated real\-time predictions into the stream processing engine of BangDB \(an in\-house database\) and implemented an LRU mechanism to load models in memory, resulting in a reduction of latency by 80%\. \- Developed an R Package for BangDB, enabling exploratory analysis using the R ecosystem on data streams\. \- Created products for Click Stream, eCommerce, Payment Gateways, Mutual Funds, and eLearning, and implemented use\-cases where real\-time actions needed to be taken, and designed flows for data slicing and dicing\. \- Created model definitions for Fraud Detection in payments and Engagement Prediction for eLearning apps, which can be directly consumed by customers and fine\-tuned on their own data\. <inFlight>

Research Engineer at Indian Institute of Technology, Kanpur, Aug 2014 \- Dec 2016 · 2 y 4 mo, Kanpur

## Education

Master of Computer Science, Arizona State University

Bachelor of Technology \(B\.Tech\.\), Computer Science, Jawaharlal Nehru Technological University, Kakinada

## Public links

- github: https://github\.com/ravismula

[View the original profile](https://tal.club/meet/ravi-44)

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