Jayansh Bagga

Hey, I'm Jayansh Bagga.Computer Science Student turned FinTech Founder.

I study Computer Science at Western, blending research with real-world hustle, like co-founding Savify, an AI-driven savings app. I also believe that computer science students can take a cue from the finance world—sharp code deserves a sharp suit.

About Me

I’m a Computer Science major at Western University and the Co-Founder & Technical Lead of Savify. Incoming Quality Assurance Engineer at J.D. Power, building reliable, data-driven systems that connect software, intelligence, and finance—projects that don’t just work, but work with purpose.

When I’m not coding, I’m usually expanding my vocabulary, picking up new languages, sampling colognes and cognac, or just touching grass to balance it all out.

Currently Working On

  • Scaling The Savify app with a team of five; refining features, optimizing backend performance, and preparing for the next funding phase.
  • Designing systems that learn, solving problems that hurt, and building toward what’s next.
  • Developing my personal brand and investment portfolio while pursuing bigger professional opportunities.

Projects

Savify
AI-powered FinTech App

Savify is an AI-powered savings and investing platform with built-in gamification. It has 500+ users, an active team, and a live site at savify.ca — with a full mobile app in the works and fundraising underway to scale the product.

React NativeNode.jsExpress.jsMongoDBGoogle OAuthJWTCI/CD
Semantic Cache Engine
AI-Powered Caching Infrastructure

Built a FastAPI semantic cache for Boardy ($8M AI startup) using vector embeddings and cosine similarity to reduce LLM calls by 60% and latency by 40%. Designed as a modular caching engine for AI applications.

FastAPIPythonVector EmbeddingsCosine SimilarityLLMsDockerAPI Design
InkLink
RBC Hackathon Case Competition

Debugged and improved UI/UX for the hackathon case app; presented integrated business and technical solutions to RBC executives.

HTMLCSSTypeScriptUI/UXOAuth

Education

B.Sc – Major in Computer Science

Western International Scholarship ($25,000)RBC Overhaul Case Competition (Top 5)

Skills

PythonJavaCFastAPINode.jsReact NativeMongoDBSQLDockerLLMsPrompt EngineeringMachine LearningData AnalysisAPI DevelopmentQuality Assurance

Work Timeline

J.D. Power logo

Quality Assurance Engineer

J.D. Power

May 2026 - August 2027

Test AutomationSoftware TestingAI ApplicationsPostmanQA ProcessesEnterprise Systems
Outlier AI logo

Prompt Engineer

Outlier AI

Sept 2024 - Present

AIPrompt EngineeringLLMMathematical ReasoningFine-tuning
Carlo Romano logo

Data Analyst Intern

Carlo Romano

June 2024 - Sept 2024

PythonSQLNLPBig DataMatplotlibPandas
Books En Beyond logo

Social Media Intern

Books En Beyond

April - June 2022

Social MediaContent CreationSEO ResearchAudience Analytics

Experiences

Quality Assurance Engineer

J.D. Power • May 2026 - August 2027

  • Incoming Quality Assurance Intern at J.D. Power, contributing to enterprise-scale testing across internal data platforms and client-facing analytics tools used by hundreds of global clients.
  • Assisting in test planning, execution, and defect tracking for AI-enabled and data-driven applications to ensure product reliability and accuracy.
  • Supporting QA automation and release validation pipelines to maintain performance, stability, and seamless integration across systems.

Prompt Engineer

Outlier AI • Sept 2024 - May 2025

  • Contributed as a Generalist Prompt Engineer at Outlier AI, a California-based AI startup.
  • Refined large language model outputs through advanced prompt engineering, boosting accuracy and efficiency.
  • Worked remotely on diverse AI projects exploring innovative applications of NLP and generative models.

Data Analyst Intern

Carlo Romano • June 2024 - Sept 2024

  • Completed a 16-week data internship with Carlo Romano, an Italian leather and shoe manufacturer, collaborating closely with the Italy-based team.
  • Built Python and SQL pipelines to automate user experience validation and sentiment analysis for Indian online shoppers.
  • Developed NLP workflows to uncover key customer trends, delivering insights to marketing and senior management.

Social Media Intern

Books En Beyond • April - June 2022

  • Interned as a social media and content developer for Books En Beyond, a community-focused non-profit.
  • Produced and promoted multimedia campaigns for 'The Kashmir Files', collaborating with Anupam Kher, a leading Bollywood actor.
  • Increased social engagement by 20% and generated over 15,000 combined views across YouTube and Instagram.