VisionSystems
Data Science studio

AI-based software development. Machine Learning & Computer Vision

We develop AI-powered software

...that makes people and businesses to achieve more

Products made by our team give use cutting-edge technologies and equip our customers with strong market advantages. Some of our own solutions received "Product of the day" award at ProductHunt.com

Product-oriented approach

We love to create new digital products rather then just computer code. We care to develop something that will create value to it's users and win their love. Let us know if you thinking about trusting managing development of your product to someone passionate and competent. Our product managers will help you to achieve best market fit.

Established in 2017

...we are still young and enthusiastic but quite experienced

While people are talking about Artificial Intelligence, Machine Learning and Computer Vision for a few decades now, the real adoption of these technologies started only after 2010. Anyone with 5+ experience is a senior in this industry.

Enabling business to achieve with Artificial Intelligence

...is our mission

Artificial Intelligence has multi-trillion dollars potential in various industries allowing business to obtain tools for automating wide range of human operations or bring existing automation to new level. AI approach for process automation allows companies and people to free more time and resource for creativity that has way more impact on making our world a better place than routine operations.

We offer

Smart Data Science outstaffing

Hire a whole Data Science team for the cost of one inhouse or freelance engineer to boost your project and save on recruitment

Data Science software development outsourcing

Outsource specific R&D or software development tasks to professional team at T&M or fixed price terms

Full-stack AI-product development

Let our team develop your product from any stage and take care of R&D, ML engineereng, back-end, front-end and product management

Key 3 reasons to build your AI-product with us

Our product-oriented approach

We care for the value created by AI-products we develop and we know how to manage R&D and software development process to obtain best result on every dollar of investment. We can provide an experienced product manager to work on your idea. He will help you make the best result out of your budget or stop your loss if your product is not fitting target market.

We can manage your product

Besides Data Science works, making a good standalone AI-product requires you to have a whole team that includes professionals for backend, frontend, devops, UI/UX design. Depending on your project requirements and complexity we can provide you with most of professionals to deploy your product sooner.

Our experience

AI industry is very young. Only few years have passed since small and midsize business can afford machine learning technologies. We have started in 2017 and it's a very long way for this newest industry. There are number of successfull projects that we have accomplished and learned a lot about what works well and what doesn't. See our portfolio to learn more.

Cooperation steps

Learn & analyze

First we listen to our customer and ask questions to understand customers requirements, expectations from the end product. Analyzing technical complexity of product and estimating amount of skill, experience and time required to deliver result.

Feedback and quote

We provide our estimation of time, required IT-roles, number of professionals and hourly rate for fulfilling the project and suggest project to project-to-stage breakdown scheme. We can quote both in hourly rates and fixed prices for specific tasks.

Contract

Upon reaching an agreement, we prepare contract that along with scope of work describes rates, deadlines, penalties, billing and other terms and assign project team.

Kick-off

A kick-off meeting with customer representatives sets priorities, communication paths and frequency. Any initial data, samples, and previous stage artefacts, APIs are handed off to the contractor at this stage.

Delivery

Data preparation, R&D and software development stage. Normally customer receives weekly reports on progress unless additional information or customer decisions are needed sooner.

Acceptance & billing

Each project stage results are being presented to customer at online meeting. Reviewing customer's notices and answering questions. This stage is normaly repeated for the number of stages in the project. Normally we bill customer on a weekly basis if we work on hourly rate basis without fixed scope. In case we agreed on fixed price for the defined scope of work, billing period normally equals to one stage. Billing terms are negotiatable.

Intellectual property and source code transfer

Once the project scope is delivered and accepted, intellectual property rights for the product is formally transfered to customer to secure his investment computer source code is transferred to new owner. Project team released for other projects unless project is extended or new stages are added. Congratulations to happy owner of cutting-edge digital product.

Request a quote now

Portfolio

Projects we delivered for our customers

AI-based restaurant key human operations analytics

Restaurant operations video analytics

Restaurant business is highly dependent on quality and efficiency of cooking, serving and cleaning operations. Our customer, a chain of fast restaurants wanted to put core operation under automated unbiased control. For this we have developed software that tracks key operations. It identifies employees and detects operation they are performing at each moment, tracks number of people in the que for making order and how soon tables and are cleaned after guests finished their meal. A central web-portal provided visual analytics to business management helping them to make better business-decisions.

CV and sample source code evaluation automation

AI-based intelligent IT-candidate rating system

ML-based system that evaluates job applications and quality of computer code samples submitted for software developer positions. This technology multiplies the efficiency of hiring process. It allows HR managers and recruiters to hire faster and more accurately processing more applications and consuming much less time of expensive software experts for professional computer code evaluation.

Recommender System for e-commerce: how to help your customer find what he really needs?

Online-shopping recommender system

VisionSystems have designed and developed a complex recommender system for the North American online shopping platforms. It captures data from the customer's personal details, preferences, past and current shopping sessions, purchases of the other customers similar to him and transform it into dynamic offers. It then scans through the entire product catalogue and lines up the best products for the individual customer, which allows to increase sales and customer satisfaction.

Human emotion recognition and analisys basing on Computer Vision techniques

Intelligent service quality control

There is always a flow of positive and negative customers at the service front-line. Our client - a chain of pizza restaurants was not an exception. The task of the project was to track the customers' emotional state and to measure service satisfaction rate within the work of specific attendants and restauraunts.

We have used our own, custom-made framework - Happybox, a boxed solution, that uses computer vision and machine learning to automatically analyze service quality and customer's emotions based on the the video data.

Computer vision based detection of currency exchange operations

Cash fraud detection

Many of the banks face the same old problem - cash fraud. Some cashiers do not register the currency exchange operations in the bank's cash desk. Instead they simply use their own money to exchange the clients' amounts and put the profit from exchange rate difference in their pocket. As a result the bank receives less profit and bears reputational risks.
We have developed cash detecting system (ExchangeGuard), which detects the types of currency in the tray by analyzing video stream and compares these events to the records stored in bank's transaction database to reveal fraudulent activities. In case systems containes no record of the visually identified currency exchange transaction, security/quality control department is notified and video fragment containing operation is attached to such notification of immediate verification.

Turns videoconference data into structured searchable knowledgebase

Face and speech recognition system for videoconferences

Developed for customer special needs, videoconference indexing tool can run both in cloud and on-premise scenarios. It uses #SpeechRecognition, #FaceRecognition and other #ComputerVision technologies to analyze recorded videoconferences and provides authorized users with a powerfull tool to navigate through videos by keywords, topics, and meeting participants.

During this project we have closely cooperated with customers the in-house development team and ensured successful and easy integration of the new recognition functionality into an existing operating high-load system product.

Computer vision detects object state and presence to notify the respective people

Livestock feed availability control system

Feeding cows in dairy farms is the most critical process that affects the amount of milk. We have developed the system detecting the forage quantity on the feeding table of dairy farms for one of our customers.

The constant availability of fresh forage in sufficient volume is extremely important, since it allows to obtain the highest milk yield, but special forage for these needs is too expensive to simply be constantly replaced. Hence, the quantity of the feed must be strictly calculated. Moreover, each cow has it's own feeding behaviour and it is impossible to predict distribution of forage during the day with sufficient accuracy.

Using the existing customer video surveillance infrastructure, our system enables to detect the forage availability and quantity and sends signals to the farmers when a new delivery is required.

AI assistant for real-time background removal

Realtime background removal

The AI assistant for video conferencing will make your online meetings with colleagues or clients more comfortable and efficient by replacing or blurring a messy or inappropriate background and filtering the extraneous noise. This model can run on low-cost devices and allows simple enhancement for background substitution.

Our management

The smartest people work every day to provide the best service and make science and technology work for our clients

Maxim Savchenko
Co-Founder
10+ years of successful startup and product launch. 5+ years of leading R&D in Machine learning. Startup mentor. Venture capitalist.

Maxim defines strategy, beliefs and values of VisionSystems' team. Acts as a great source of energy and great ideas for the business.
Roman Steinberg, Ph.D.
CTO
20+ years in software engineering, 10+ in Data Science. Regional Data Science community leader and popular speaker.

Roman makes sure that VisionSystem stays on the edge of technology all time and finds best techical approach for customer projects.
Alexander Ponomarev
COO
14 years in process, project, people management and logistics. Delivered projects for TOTAL Energy, Bosch, OBI, Hyndai and large FMCD brands.

Alexander takes care for all company operations running smoothly while delivering highest quality and meeting deadlines. Besides, he is great bachata dancer.

Artem Nyukhalov
Head of Business Development
15+ years driving managing products, partneerships and teams at Microsoft, Huawei and software distributor.
Artem makes sure our customers find their way to VisionSystem's expertise, obtain good understanding of what Artificial Intelligence can do for to boost their business.
Evgenia Kuznetsova
Marketing manager
Evgenia loves communicating to people and help them understand things. She takes care of VisionSystem's mass and personal communication with clients and parnters making sure they have clear view of the opportunities for their business with AI technologies and VisionSystems skills.
Igor Khoruzhiy
Head of research & development
20+ years in software engineering. Java, Python, C++

Production team skills & experience

Tasks delivered

#ComputerVision: face detection and verification, digits recognition, currency (banknotes) recognition, background removal & blurring, emotion recognition, pose analysis, including gesture recognition & tracking, price-tags classification and gaze tracking.

#AudioProcessing: noise filtering, audio commands recognition, pause recognition.

Classic ML #classification and regression tasks: code repositories rating, application forms rating.

Natural language processing (#NLP): NER, text classification, text generation, keyword detection.

E-commerce #RecommendationSystems, forecasting.

ML algorithms applied

GAN, multiclass and multilabel classification, object detection, regressions, semantic segmentation, anomaly detection.

Frameworks & libraries

Tensorflow, PyTorch, MXNet, Keras, OpenCV, Deep Pavlov, Hugging Face, Spacy, XGBoost, catboost, scikit-learn, statsmodels, numpy, pandas, pytest, matplotlib.

Programming Languages

Python, C++ (clang++, g++, MS C++), C, C#, Javascript

Back-end technologies

MySQL, PostgreSQL, MongoDB, Redis, RabbitMQ, ffmpeg, PyQt, Flask.

Our Contacts

Feel free to write and call us. We really love to communicate with our clients.

+1 646-247-6729
hello@visionsystems.tech

447 BROADWAY, FL 2, #60, NEW YORK