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Hi, I'm Manoj Mishra

Principal Engineer • Full-Stack Engineer • AI/ML Integration

12+ years of experience architecting and scaling high-performance enterprise platforms, processing over $500M in secure transactions. Specializing in Ruby on Rails, React, and AWS, with a focus on AI/ML integration.

About Me

Principal Engineer and Full-Stack Developer with 12+ years of experience in architecting and scaling high-performance enterprise platforms, processing over $500M in secure transactions. Specializing in Ruby on Rails, React, and AWS, with a recent focus on AI/ML integration (RAG Pipelines, LLM Fine-Tuning) to drive innovation.

Proven success in technical leadership, strengthening DevOps/TDD culture, reducing infrastructure costs by up to 35%, and consistently achieving high availability (up to 99.9% uptime). Strong open-source contributor, passionate about building robust engineering tooling.

Based in Noida, Uttar Pradesh, I'm always exploring new technologies, contributing to open-source projects, and sharing knowledge with the developer community.

Skills

Languages

RubyJavaScriptPythonGoJavaC++C

Frameworks & Frontend

RailsNext.jsExpressJSDjangoPhoenixReactVue.jsAngularjQuery

Databases & Storage

MySQLPostgreSQLMongoDBRedisElasticsearchVector Databases (Chroma)

DevOps & Infrastructure

DockerAWS (ECS, S3)GitHub ActionsCI/CDNginx

Queues & Workers

SidekiqResqueDelayed JobRabbitMQ

AI/ML

GPT ModelsHugging Face TransformersLLM Fine-TuningRAG PipelinesEmbeddings-based SearchPrompt Engineering

Experience

Principal Engineer

Bold Technologies (FlexJobs)

Sep 2023 – Present

  • Led the modernization and optimization of a high-traffic Rails 7 monolith, achieving 99.9% uptime for 50,000+ job seekers
  • Reduced AWS infrastructure costs by 35% through strategic Docker containerization and resource tuning
  • Mentored a team of 5, strengthened TDD culture (RSpec/Jest), reducing bugs by 30% and increasing release velocity by 25%
  • Achieved 65% faster API responses through MySQL tuning and Cloudflare caching
  • Built premium job-filtering UX using Vue.js, boosting application conversions by 18%
  • Designed and implemented RAG-based internal tools using OpenAI embeddings and Chroma vector DB, enabling semantic search and automated content retrieval

Tech: Rails, Next.js, Vue.js, MySQL, Docker, AWS S3/ECS

Full Stack Engineer

SpacedVentures

Apr 2020 – Apr 2023

  • Architected a high-security React and Rails fintech platform that processed $500M+ in investment capital for 10,000+ investors with zero security or operational incidents over three years
  • Integrated FundAmerica & NorthCapital APIs; cut transaction processing time by 45%
  • Achieved 85% code coverage via RSpec + Jest, reducing production bugs by 30%

Tech: Rails, React, PostgreSQL, Redux, Docker, AWS

Full Stack Engineer

Kognitive Corporation (Crowdmatrix)

Apr 2017 – Mar 2022

  • Built investor platform enabling $100M+ in diversified allocations
  • Implemented TDD pipelines (RSpec/Jest) reaching 90% coverage, reducing defect leakage by 40%

Tech: Rails, React, MySQL, Docker, AWS

Team Lead

Josh Software Pvt Ltd (Brandscope)

Jul 2013 – Apr 2016

  • Led team of 8 to deliver a fashion e-commerce platform increasing checkout conversions by 40%; drove $10M+ annual sales
  • Introduced engineering standards improving code quality by 50%
  • Created multi-tenant SaaS architecture supporting 10 clients, cutting deployment complexity by 60%

Tech: Rails, jQuery, MongoDB, Nginx, Passenger, AWS

Software Engineer

Josh Software Pvt Ltd (Sprycer)

Apr 2012 – Jun 2013

  • Built large-scale price comparison engines with crawling, scraping, and analytics layers
  • Adopted TDD using RSpec for reliability and correctness

Tech: Rails, MongoDB, Elasticsearch, Redis, Angular.js, AWS

Projects

Job Seeker Platform & RAG Tools

Bold Technologies (FlexJobs)

2023 - Present

Led modernization of high-traffic Rails 7 monolith achieving 99.9% uptime for 50,000+ job seekers. Built premium job-filtering UX using Vue.js, boosting conversions by 18%. Designed RAG-based internal tools using OpenAI embeddings and Chroma vector DB.

Rails 7Next.jsVue.jsMySQLDockerAWSOpenAIChroma

Fintech Investment Platform

SpacedVentures

2020 - 2023

Architected a high-security React and Rails fintech platform that processed $500M+ in investment capital for 10,000+ investors with zero security or operational incidents. Integrated FundAmerica & NorthCapital APIs, cutting transaction processing time by 45%.

RailsReactPostgreSQLReduxDockerAWS

Investor Diversification Platform

Kognitive Corporation (Crowdmatrix)

2017 - 2022

Built investor platform enabling $100M+ in diversified allocations. Implemented TDD pipelines (RSpec/Jest) reaching 90% code coverage, reducing defect leakage by 40%.

RailsReactMySQLDockerAWS

Fashion E-Commerce Platform

Josh Software (Brandscope)

2013 - 2016

Led development of a fashion e-commerce platform that increased checkout conversions by 40%, driving $10M+ annual sales. Created multi-tenant SaaS architecture supporting 10 clients, cutting deployment complexity by 60%.

RailsjQueryMongoDBNginxPassengerAWS

Price Comparison Engine

Josh Software (Sprycer)

2012 - 2013

Built large-scale price comparison engines with crawling, scraping, and analytics layers. Adopted TDD using RSpec for reliability and correctness.

RailsMongoDBElasticsearchRedisAngular.jsAWS

Open Source Projects

Contributing to the open-source community with tools and applications focused on AI/ML integration, developer productivity, and innovative solutions.

🤖

Bitbucket PR Review Extension

GPT-powered AI code review tool that automates code review processes using advanced language models. Helps developers get instant feedback on pull requests with intelligent analysis and suggestions.

GPT ModelsJavaScriptChrome ExtensionBitbucket API
View on GitHub
🚀

Grok Everywhere

Chrome extension for Grok API integration, enabling seamless access to Grok functionality across the web. Provides AI-powered assistance directly in the browser.

Chrome ExtensionJavaScriptGrok APIAI Integration
View on GitHub
💡

InsureLLM RAG Assistant

A Retrieval-Augmented Generation (RAG) chatbot application built with LangChain, Chroma, and Gradio. Enables intelligent document retrieval and question answering for insurance-related queries using semantic search.

LangChainChromaGradioRAGPythonVector Databases
View on GitHub
🔍

Sourcemap Decoder

A Node.js package to decode sourcemaps and map minified positions to their original positions. Helps trace back minified JavaScript code to its original source code using source maps with CLI and programmatic interfaces.

Node.jsJavaScriptSource MapsCLInpm Package
View on GitHub

Get In Touch

I'm always open to discussing new projects, creative ideas, or opportunities to be part of your visions.