Machine Learning Consulting
for trading.
Sigmoidal is a Machine Learning Consulting firm experienced in applying AI and Machine Learning to business problems.
We specialize in Natural Language Processing and Signal Processing for Finance, Manufacturing, Retail, Healthcare and IT industries.
Learn more about Machine Learning and Artificial Intelligence
We've partnered with Kroll Inc. on a series of Artificial Intelligence projects
The leader in compliance chose Sigmoidal as their AI technology partner.
Financial Times: Wall Street and AI
Read Marek Bardonski, our Head of AI's view about Machine Learning for Trading.
Machine Learning Terms every manager should know
This Machine Learning Glossary aims to briefly introduce the most important Machine Learning terms - both for the commercially and technically interested.
Hi! We're here to help with Machine Learning.
We're a team of Machine Learning Consulting experts with former experience from the big tech (Google, NASA, NVIDIA, Microsoft) and consulting (McKinsey, PwC). We consult & develop projects in Machine Learning end-to-end, including the deployment.
Meet the TeamStart a Machine Learning project with us
As a Machine Learning Consulting company, we offer end-to-end Machine Learning, Data Science, AI & software development.
We will take care of your entire project from the data preparation to scalable deployment to production.
NLP (Text Processing)
Extract knowledge from human-language text - figures, names, relationships, entities; rank texts based on relevance to speed up reporting and analysis
Computer Vision
Detect objects on image, classify images into topic groups or by presence of a feature
Predictive Analytics
Predict the market conditions or product sales.
Understand customers, prevent churn and optimize resource usage and efficiency
Here's how we do it
Strategy workshop
First, we need to understand your problem better. We organize a 3-days onsite workshop at your office to find the low-hanging fruit projects that would provide the highest RoI in the shortest time. Once we determine there is a fit for Machine Learning, we will work closely together to prepare a roadmap, review the scientific literature, and determine requirements.
Data Collection & Exploration
Machine Learning needs data. If you have data needed to train the models, we will perform an exploratory analysis phase to find patterns and correlations. If you don't, we will collect the data for you using online sources (if possible).
Model Development
We run thousands of experiments in parallel to develop a machine learning model. A model is the core of a machine learning system - trained on historical data it can predict the future trends or understand the semantics of a text.
Full-stack application development
We integrate the model with a REST API or a front-end application, developing all necessary features to access the model in an user-friendly way.
Scalable and with the state-of-the-art security.
AI Use Cases
Finance
Investor Aid - Detecting Company Management Structure Changes
An investor needed information about changes in the management structure of companies in NYSE.
The AI-powered robots helps a dedicated team of research analysts traversing thousands of web articles, tweets and social media posts looking for recent changes in the structure or hierarchy of the companies.
View Use CaseTrading & Investment
Portfolio Analysis
We designed an intelligent asset allocation system, which predicted the expected return for every asset in a portfolio - using Deep Learning.
View Use Case
These combined algorithms provided an investment strategy with returns comparable to Wealthfront.Pharma
Identifying Drug Side-Effects in Online Discussions
Nowadays consumers often report their experiences with ADR on social media instead of traditional channels, which makes drug safety surveillance systems less efficient.
Using state-of-the art Natural Language Processing techniques, our robots finds these reviews and extracts the insights.
“Sigmoidal demonstrated a strong degree of proactivity, taking time to thoroughly understand the problem and continuously suggesting performance and usability enhancements.”Jonas Lee
EVP & Partner — Verus Financial
“Sigmoidal emerged as our AI partner for its innovative, robust, and scalable capabilities – as well as strong customer-centric philosophy – to deliver on the complex and evolving needs of our clients worldwide.”Steven Bock
Global Head of Operations — Kroll Associates, Inc.
Got a project idea?
Let's have a quick, 15-minutes call to:
- Find out how Data Science Consulting can help your business.
- Estimate the time and budget needed to develop a solution.
- Learn more about our expertise and capabilities.
