Portfolio

Thibault J.
Twahirwa.

Data scientist working at the intersection of AI, data, and finance. Currently deep in research across the credit space — special situations, distressed debt, and capital-structure dislocations — drawing inspiration from multi-strategy credit shops like King Street. Building Fondaco.ai, AskDeck.ai, and MillionMe in parallel. New York.

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About — Thibault J. Twahirwa

Profile

Thibault J. Twahirwa

Data scientist at the intersection of AI, data, and finance. Deep interest in credit markets — special situations, distressed, and event-driven dislocations across the capital structure.

Currently spending most cycles on credit-space research — reading restructurings, capital structures, and process maps for stressed and distressed names. The investing philosophy I keep returning to is the multi-strategy credit model practiced at King Street Capital: rigorous bottom-up fundamentals, dislocation-driven entry, conviction execution, and dynamic capital rotation up and down the stack.

In parallel I'm building Fondaco.ai (AI for institutional research workflows), AskDeck.ai (AI deck studio for tight-deadline professionals), and MillionMe (viral $1-entry crowdfunding). The through-line: AI-native tools that compress the distance between question and answer.

Also a published researcher in nanoscience. Multilingual. New York based, Rwandan-American by background; Columbia · Notre Dame · Morehouse by training.

AI
Data
Credit Research
Special Situations
Distressed Debt
Event-Driven
Capital Structure
Applied ML

Projects · Selected Work

§ Portfolio

Selected Work

AI-native products and credit-space study — what I'm building and researching.

01
Fondaco.ai →

AI for institutional research workflows. Turning raw filings, transcripts, and market data into investment-grade narratives faster — built for analysts who live in the credit / special-situations world.
- python
- llm agents
- postgres
- typescript
building
02
AskDeck.ai →

AI deck studio. Pitch decks, presentations, and proposals from a voice call, SMS, email, or web brief — delivered as editable .pptx in minutes. One-time pricing, no subscription.
- openai
- langchain
- twilio
- pptx
live
03
MillionMe →

Viral crowdfunding that spreads. $1 entry, donor numbers, leaderboards, and sponsor-matched milestones turn supporters into promoters. Grassroots fundraising with built-in network effects.
- next.js
- stripe
- postgres
- vercel
live
04
Credit-Space Research

Self-directed deep work on special situations, distressed, stressed credit, and capital-structure dislocations. Reading process maps, indenture analysis, and bottom-up restructuring case studies — King Street, Elliott, Anchorage as primary references.
- fundamental
- restructuring
- event-driven
- downside
research

Research · Publications

§ Research

Published Research

Peer-reviewed work in nanoscience and field-emission physics, with current research extending into data sonification.

Quantum Dots & Silver Nanoparticles

Enhanced heat transfer in quantum dots using synthesized silver nanoprism particles. · Journal of Physical Chemistry
Electron Impact Ionization

Experimental study of field-emission-driven micro-discharges. · Applied Physics
Data Sonification for Pattern Recognition

Converting complex datasets into audio signals for high-dimensional anomaly detection. · In preparation

Markets · Live Snapshot

§ Live

Markets & Strategies

A live demo dashboard — illustrative only, refreshed for motion.

S&P 500

5,847.16

+24.6 · +0.42%

VIX

14.28

−0.27 · −1.86%

US10Y

4.184%

+0.03 bp

BTC

$ 92,418

+2.14%

Strategy Track

ESG Alpha · Long-Only Sharpe 2.41 +47.2% YTD

Quant-Inspired MV Opt. Sharpe 1.87 +22.4%

Macro Causal Lens Sharpe 1.32 −1.4%

Terminal — tjt@quant ~ %

TWAHIRWA-OS · v.III Credit Edition · arm64 · NYC · 40.7°N 74.0°W

Type help for available commands. Try focus, work, or cat about.

tjt@quant ~ %

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Correspondence

Direct lines

NYC · 🇷🇼🇺🇸 Rwandan-American. Open to research collaborations.

[email protected]

Thibault J. Twahirwa

Quantum Music Generator

ESG Analytics Platform

🎵 Now Playing: Data Rhythms

Let's Connect!

Published Research

Quantum Dots & Silver Nanoparticles (2014)

Electron Impact Ionization (2014)

Current Research

📺 YouTube

📸 Instagram

🎬 TikTok

💼 LinkedIn

Thibault J.
Twahirwa.

At a glance

Markets

About — Thibault J. Twahirwa

Thibault J. Twahirwa

Projects · Selected Work

Selected Work

Fondaco.ai →

AskDeck.ai →

MillionMe →

Credit-Space Research

Research · Publications

Published Research

Quantum Dots & Silver Nanoparticles

Electron Impact Ionization

Data Sonification for Pattern Recognition

Markets · Live Snapshot

Markets & Strategies

Terminal — tjt@quant ~ %

Connect

Direct lines

Thibault J. Twahirwa

Quantum Music Generator

ESG Analytics Platform

🎵 Now Playing: Data Rhythms

Let's Connect!

Published Research

Quantum Dots & Silver Nanoparticles (2014)

Electron Impact Ionization (2014)

Current Research

📺 YouTube

📸 Instagram

🎬 TikTok

💼 LinkedIn

Thibault J.Twahirwa.

Thibault J.
Twahirwa.