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The collection / 2026

Different questions. Same curiosity.

Products, experiments, and systems. Each one starts with something worth figuring out.

All explorations11

The complete index
01

CryptoStrategyLab

A local research system for comparing simulated strategies under explicit execution costs.

Simulation & ResearchIn Progress
02

AEGIS

A local globe-based prototype for exploring public Earth observations and close-approach records.

Geospatial VisualizationIn Progress
03

GOAT Lab

A better way to explore basketball’s biggest argument.

Sports AnalyticsLive product
04

VenueMatch

Explainable booking intelligence for matching artists, venues, and local demand.

Production Data ProductLive product
05

Residential Real Estate AI Prediction System

A graduate capstone separating residential sale-price modeling from sale-likelihood prediction.

Applied AnalyticsIn Progress
06

Quantitative Portfolio Optimization and Financial Modeling

Risk-aware portfolio analytics workflow for benchmarking, simulation, and allocation analysis.

Financial ModelingIn Progress
07

Finding the racing line

Physics-based simulation and imitation learning for robust racing-line control.

Machine LearningIn Progress
08

AI-Powered Healthcare Insurance Fraud Detection System

Machine-learning fraud decision support with a companion real-time risk monitoring layer.

Healthcare AICompleted
09

Airbnb Perfect Rating Prediction

Classification workflow for predicting perfect guest rating outcomes from listing features.

Machine LearningCompleted
10

Chess Bot Tournament Framework

Repeatable tournament automation framework for evaluating chess bot behavior and results.

Software EngineeringCompleted
11

LLM Financial Research Assistant

Source-grounded equity research with explicit validation and deterministic fallbacks.

Applied AIIn Progress

A new conversation

Let’s make
something matter.

Have a good problem in mind? I’m open to opportunities in software engineering, applied AI, and data — and conversations about what to build next.

aryak98021@gmail.com