Tadiwa Mbuwayesango — Computer Engineer, Financial Analyst, and Founder of LEARN-X.
LEARN-X is an AI system that turns professor-uploaded lectures, slides, and PDFs into adaptive micro-lessons for individual students, now in private beta with 84 users. I also lead the AI@ISU Innovation Challenge (100+ students), serve on Iowa State Student Government's Finance Committee, and co-host TechNologia Talks on AI and systems thinking.
Bridging engineering rigor with finance discipline — in service of students.
I founded LEARN-X after watching students drown in course material that no one had time to personalize. The product turns any lecture, PDF, or slide deck into adaptive micro-lessons in seconds — built on a Retrieval-Augmented Generation pipeline and Canvas LMS integration now serving 84 beta users across partner institutions.
My background is deliberately hybrid. I pair Computer Engineering coursework (C, Verilog, systems) with two years of finance: FINRA SIE, Adventis FMC II, CFA Research Challenge on General Mills (NYSE: GIS), and VC deal-sourcing at igniteXL Ventures. That blend lets me architect an AI system in the morning and defend its unit economics in the afternoon.
Outside LEARN-X, I lead the AI@ISU Innovation Challenge (100+ students, partnered with the Provost's Office), sit on the Iowa State Student Government Finance Committee helping manage $2.6M in student fees, and co-host TechNologia Talks with Elvis Kimara (MS in AI, CEO of Throwly) — a podcast on AI, startups, and systems thinking that also runs Builder's Network, connecting students and early-career builders to startup founders.
Core Pillars
A hybrid operator across AI, finance, and student leadership.
Every project reflects a cross-disciplinary mindset: understanding markets, building intelligent tools, and mobilizing teams to launch them.
Team Leader at Ivy Hackathon — shipped a real-time collaborative prototype in 24 hours
Prototyping intelligent agents that personalize study content
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Financial Acumen
SIE, Adventis, CFA Research Challenge
CFA Equity Research Analyst valuing General Mills across DCF, DDM, Monte Carlo
Venture extern @ igniteXL Ventures sourcing and sizing frontier startups
Investment research on green bonds and emerging markets
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Leadership & Initiative
Student Government + AI@ISU
Directed 100+ students in the AI@ISU Innovation Challenge
Finance Committee Senator helping manage $2.6M in student fees
Scoping partnerships to deploy LEARN-X across campuses
Spotlight Projects
Selected experiences proving the fusion of AI fluency and financial insight.
These case studies show how I bridge technical execution with business outcomes— from building product architecture to translating valuations for stakeholders.
LEARN-X
Founder & CEO • Dec 2024 – Present
AI-driven platform transforming classroom materials into adaptive micro-lessons so students get personalized practice in seconds.
what
AI edtech platform converting lectures, slides, and PDFs into adaptive micro-lessons per student
Student-built AI prototypes addressing campus safety, accessibility, and efficiency
status
100+ students active · demo day cycle underway
insight
Cross-disciplinary teams produce sharper AI prototypes than CS-only cohorts
Directed 100+ students across engineering, design, and business to design AI prototypes addressing campus challenges in safety, accessibility, and efficiency.
Oversaw event logistics, outreach, and marketing strategy with PR and Events Committees to secure broad participation.
Guided interdisciplinary teams through ideation, prototyping, and demo day presentations showcasing innovative AI solutions.
igniteXL Ventures
VC Deal Sourcing Externship • Jul 2024 – Aug 2024
Conducted market research and financial analysis to identify investment opportunities in emerging industries for venture capital funding decisions.
what
VC deal-sourcing externship covering early-stage startups in emerging industries
Investment theses and memos presented to senior investors
status
Completed · Jul–Aug 2024
insight
Tight market sizing beats pitch polish when diligencing early-stage rounds
Conducted comprehensive market research and financial analysis to identify high-potential investment opportunities across emerging industries.
Developed revenue projections, market sizing models, and investment theses to evaluate startups for VC funding.
Presented concise investment memos to senior professionals, demonstrating strong analytical and presentation skills.
Credentials
Professional development that compounds.
Series 7 SIE • Adventis Financial Modeling • CFA Research Challenge (Equity Analyst) • CFI Corporate Finance • AWS Academy ML Foundations • Bloomberg Market Concepts
Finance & Investment
Built three-statement models and investment memos with Adventis certification.
Led CFA Research Challenge team in fundamental analysis, winning university selection round.
Designed market sizing and Monte Carlo simulations for venture diligence decks.
Technical & Product
Proficient in Python, C, Verilog, TypeScript, React, LangChain, Postgres, AWS.
Ivy Hackathon Team Leader — shipped a real-time collaborative platform in 24 hours.
Canvas LMS developer advocating for accessible education technologies.
Structured dataMachine-readable profile for AI agents, recruiters' screeners, and LLM crawlers.