Advanced Analytics & Engineering for Smarter Decisions
KaChan Research is a technology company specializing in data analytics, AI and machine learning, computer vision, software engineering and quantitative modelling. Our team builds technology and forecasting tools used across our companies, with a strong focus on event-based prediction markets like Kalshi and Polymarket. Our work supports data-driven decision making, operational optimization, and advanced modeling efforts across our sister company, KaChan Investments.
.png){kind=logo}
Core Capabilities
We combine advanced analytics, engineering, and quantitative science to build systems that power decision-making and innovation across the KaChan ecosystem. Our capabilities span the full data and AI lifecycle—from modeling and automation to scalable software and infrastructure.
AI & Machine Learning
Applied ML, fine-tuned models, and intelligent automation for complex decision environments.
Computer Vision
Image analysis, measurement systems, and automated recognition for visual data.
Data Engineering & Analytics
Reliable data pipelines, dashboards, and analytics architectures that turn raw data into actionable insight.
Software Engineering & Tooling
Custom internal tools, APIs, integrations, and platforms that support end-to-end data and AI workflows.
Quantitative & Statistical Modelling
Forecasting, simulation, and probability-based modelling used in markets, strategy, and risk analysis.
Event-Driven Prediction Systems
Specialized modelling and analytics for event-based markets such as Kalshi and Polymarket.
Our Approach
At KaChan Research Ltd., we operate as a high-performance, multidisciplinary team focused on turning complex data challenges into practical, actionable solutions. Our data engineers, data scientists, statisticians and quantitative researchers work closely together - combining expertise in AI, analytics, quantitative modelling, and software engineering - to build tools that deliver real value across the KaChan ecosystem.
A key part of our work includes developing advanced forecasting models and analytical systems for event-based markets, such as Kalshi and Polymarket. This specialization gives us a unique perspective on probability, risk, and signal extraction - capabilities that strengthen everything from investment strategy to operational decision-making.
We work in close partnership with our sister company, KaChan Investments Inc., supporting both their strategic initiatives and the needs of their portfolio companies. By leveraging the technical expertise of KaChan Research, we help these businesses modernize operations, improve decision quality, and accelerate technology-driven growth.
Whether we're designing market models, building internal intelligence tools. or developing new data infrastructure, our approach emphasizes precision, speed, and measurable impact. Our team culture is built on curiosity, technical rigor, and an openness to exploring unconventional ideas. Ultimately, our goal is simple: to build technology that empowers smarter decisions, stronger operations, and long-term growth.
Key Projects & Use Cases
Our team of data scientists, statisticians, and data engineers builds practical, high-impact systems that directly support operational needs across KaChan companies. These examples illustrate how our analytics, modelling, and engineering capabilities translate into real-world value.
Prediction Market Analytics
Models and monitoring tools for event-based markets such as Kalshi and Polymarket.
ML-Driven Automation
AI-assisted workflows that streamline operations and accelerate decision-making across partner companies.
Data Infrastructure Modernization
Development of pipelines, processing frameworks, and analytics layers that enable scalable insight generation.
Portfolio Forecasting Tools
Internal systems that support strategy, scenario modelling, and risk assessment.
R&D Prototyping
Rapid development of experimental tools and models used for innovation and product exploration.
Performance Dashboards & Reporting
Custom dashboards and metrics platforms that provide real-time visibility into key trends and outcomes.
Technology Stack
We build on a modern, scalable technology stack designed to support advanced analytics, machine learning, and high-performance engineering. We work with many of today's most widely used and trusted technologies, and we are fully flexible, experienced and adaptable to any stack required for a project.
Languages & Frameworks
Python - TypeScript - JavaScript - PyTorch - TensorFlow - FastAPI - React - Node.js
Data & Storage
PostgreSQL - BigQuery - AWS S3 - ETL Pipelines - AWS RDS
Cloud & Infrastructure
AWS - GCP - Docker - Kubernetes - CI/CD Pipelines - Serverless Architecture
ML, Quant & Vision Libraries
NumPy - Pandas - SciPy - scikit-learn - Statsmodels - PyTorch Lightning - OpenCV - OCR toolkits
Connect with Us
Get in Touch
Have a question or want to learn more about our work? Reach out to connect with us.