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Hey, I am Rishi.

I’m a software engineer at Wells Fargo, building RAG applications to help bankers work more efficiently.

Outside work, I’m working on CodeHub and exploring AI and finance ideas. Both my parents and grandparents run small businesses, and seeing that has made me want to run a business of my own someday—not just work a job. I want to build startups too, so I follow what founders are building and keep up with the stock market.

Off work, I’m into F1, anime (One Piece is my favorite; I’ve watched Naruto too), art and design, treks, and exploring new places. I write about whatever’s on my mind and use AI to help get the words out.

View resume

Work Experience

Aug 2024 - Present

Software Engineer

Wells Fargo

Developing RAG-based AI chatbots to automate banker workflows, improving operational efficiency by 26%. Designed ATM cash prediction models with 92% accuracy and built real-time data ingestion pipelines using Spring Boot and Grafana.

PythonJava (Spring Boot)RAGLLMsGrafana
May 2023 - July 2023

SDE Intern

Wells Fargo

Designed and implemented a Personalized Fraud Detection System. Scaled backend infrastructure, trained high-accuracy ML models on customer data, and deployed RESTful APIs for fraud detection microservices.

Machine LearningBackend APISystem Design
Oct 2022 - Mar 2023

Data Science Intern

Grav.id (formerly Snapbrillia)

Developed a Python-based recommendation algorithm leveraging user skills and past experiences to suggest relevant gigs. Proactively identified and reported product bugs to enhance user experience.

PythonRecommendation AlgosData Science

Education

Dec 2020 - Apr 2024

Bachelor of Technology in Information Technology

National Institute of Technology Karnataka

Major GPA: 8.39/10.00. Minor in School of Management. Published research on 'Image Manipulation Detection Using Augmentation and Convolutional Neural Networks' (MDCWC 2023).

Skills & tools

The tools I reach for, from working with AI to putting applications into production.

AI & machine learning

  • Codex
  • Claude
  • Antigravity
  • OpenCode
  • RAG
  • LLMs
  • LangChain
  • Google ADK
  • scikit-learn
  • Copilot Studio

Languages

  • Python
  • Java
  • TypeScript
  • JavaScript
  • SQL
  • C++

Frameworks

  • Spring Boot
  • FastAPI
  • Flask
  • React.js
  • Node.js

Data & infrastructure

  • PostgreSQL
  • MySQL
  • MongoDB
  • Docker
  • OpenShift

Delivery & observability

  • Git
  • GitHub
  • Jenkins
  • Harness
  • Grafana
  • Splunk
  • AppDynamics

Featured Projects

Preview of git-master

Interactive learning platform that teaches Git through hands-on tutorials and practice playgrounds. Features step-by-step lessons, real examples, and a safe environment to experiment.

ReactTypeScriptTailwind CSS
Preview of CodeHub

Browser extension that automatically backs up coding practice submissions from LeetCode and GeeksForGeeks to GitHub.

JavaScriptChrome APIGitHub API

Latest Writing

View all posts

Beyond Code

Software is my craft, but it's not my whole world. Here’s what keeps me grounded, creative, and curious offline.

Mobile Photography

Capturing moments with a low-budget phone. It forces me to focus on composition and lighting rather than relying on expensive gear.

Music Enthusiast

I love all genres—from classical to techno. I may be a 'lyric killer' who can't remember the words, but the rhythm and melody always stick.

Psychology

Understanding human and animal behavior. It's fascinating to see how our minds work and why we do the things we do.

Finance & Economics

Observing how geopolitics and supply & demand shape markets. I enjoy analyzing how the stock market reacts to global events.

Alpinism

High-altitude trekking and climbing. Finding clarity where the air is thin helps me reset my perspective on complex problems.

Mobile Photography

Capturing moments with a low-budget phone. It forces me to focus on composition and lighting rather than relying on expensive gear.

Music Enthusiast

I love all genres—from classical to techno. I may be a 'lyric killer' who can't remember the words, but the rhythm and melody always stick.

Psychology

Understanding human and animal behavior. It's fascinating to see how our minds work and why we do the things we do.

Finance & Economics

Observing how geopolitics and supply & demand shape markets. I enjoy analyzing how the stock market reacts to global events.

Alpinism

High-altitude trekking and climbing. Finding clarity where the air is thin helps me reset my perspective on complex problems.