Stermedia provides AI and software solutions for manufacturing companies. They offer services including artificial intelligence, product design, software development, and team augmentation. For AI services, they have expertise in areas such as computer vision, natural language processing, and statistical analysis/optimization. They help clients in manufacturing with applications of AI for logistics, production, R&D, HR, security, finance, and sales. Stermedia also develops custom software solutions for clients and uses agile methodologies like Scrum for development.

1. AI & software solutions
for MANUFACTURING

2. Since 2009 we have been helping companies and startups to engineer
powerful applications, including AI, with user-friendly UX and UI.
89%
accuracy
Increased cancer detection
on medical images
15%
error prediction
Improved efficiency
in a car factory
27k
postmen using daily
Provided a mobile app with
navigation and biometria signature
stermedia.aiABOUT US

3. Our services
ARTIFICIAL
INTELLIGENCE
Deep data analysis
Natural Language Processing
Image and video processing
Machine learning
Deep learning
PRODUCT
DESIGN
Workshops
UX Design
UI Design
SOFTWARE
DEVELOPMENT
Web apps
Mobile apps
Custom software development
Quality assurance
TEAM
AUGMENTATION
Dedicated scrum teams
Your IT staff extension
Faster software delivery
Lower costs
stermedia.aiSERVICES

4. 86% clients thanks
to recommendations
stermedia.aiCLIENTS

5. AI services

6. AI competences
Reinforcement
learning
bot programming
robotics
Prediction, forecasting,
time series
Multi-source statistical
data analysis
Computer vision
image and video processing
object detection
image segmentation
biometrics
Natural Language
Processing
information extraction from
documents, articles etc.
chatbots
stermedia.aiARTIFICIAL INTELLIGENCE
business processes
optimization
time saving in logistics
HR market analytics
financial market analytics

7. AI helps manufacturing (1/4)
stermedia.aiARTIFICIAL INTELLIGENCE
Logistics
Production
R&D
HR Security Finance Sales
Label scanning
Reading notes and
codes from packages
Identification of
arriving delivery vans
Quality control
Defects detection
Scanning documents
Reading documents
Identity verification
(biometrics, car
plates)
Identity verification
(people, vehicles)
Detection of unusual
behavior of people
Unusual behavior
detection - no
helmet, burglary
Scanning and reading
invoices
Brand awareness
monitoring
Computer
vision

8. AI helps manufacturing (2/4)
stermedia.aiARTIFICIAL INTELLIGENCE
Automatic transport
ordering
Voice process control
Voice production
control
Recruitment
automation - finding
the best candidates
by combining CVs of
ideal candidates with
job offers
Chatbot, voice bot -
arranging
recruitment
Classification of
employee
notifications
Analysis of employee
attitude
Identity verification
Voice recognition
Voice access control
Invoice categorization
Separation of
invoices
Classification of
customer
notifications
Chatbots and voice
bots for customer
service
Contextual
auto-replies to
customers
Recommendation
and personalization
of product content
Natural
Language
Processing
Logistics
Production
R&D
HR Security Finance Sales

9. stermedia.aiARTIFICIAL INTELLIGENCE
Stock levels
optimization
Delivery routes
optimization
Anomaly detection
Early detection of
potential faults
Examination of
correlation between
events (eg: influence
of temperature on
the formation of
defective copies)
Optimization of
machine occupancy
Minimization of
downtime
Generative design
Optimization of the
effort required to
operate the line
Employee
effectiveness
monitoring
Predicting timely
payments
Debt collection
Customer
segmentation based
on transactional,
behavioral,
geographical and
demographic data
Credit risk
assessment
Detection of product
groups with similar
demand - customer
segmentation
Market basket
analysis (affinity
analysis)
Statistical
analysis /
Optimization
AI helps manufacturing (3/4)
Logistics
Production
R&D
HR Security Finance Sales

10. stermedia.ai
Distribution center
traffic
Personalized
expedition
Product inventory
planning
Material
consumption
Minimization of
production losses
Stock planning
Early signals of
leaving the company
Fraud risk Factory financial
result
Budgeting
Demand for products
Departures of
customers
Volume and value of
sales
Churn demand
ARTIFICIAL INTELLIGENCE
Forecasting
AI helps manufacturing (4/4)
Logistics
Production
R&D
HR Security Finance Sales

11. International awards
Our AI team takes TOP places.
MICCAI 2015 & 2016
Munich - Germany Athens - Greece
MEDICINE
ICPC 2019 by Huawei Tech
Porto - Portugal
ALGORITHMICS
Kaggle Days 2019
Dubai - Emirates
PUBLIC SECURITY
stermedia.aiARTIFICIAL INTELLIGENCE

12. AI/ML core team
Piotr Giedziun
AI/ML TECH LEAD
Experience: 9 yrs
Focus: image processing, chatbots
Dev: Senior Python
Degree: Computer Science
Previous: software companies
Michał Krasoń
DATA SCIENTIST
Experience: 7 yrs
Focus: text analysis, image
recognition, business analytic
Dev: Mid Python, Senior R
Degree: Math & Financial Math
Previous: Credit Suisse
Switzerland & Poland
Maciej Pawlikowski
DATA SCIENTIST
Experience: 4 yrs
Focus: time series analysis,
demand forecasting, NLP, dialog
systems
Dev: Mid Python, R
Degree: math, computer science
Previous: logistics company
Tomasz Juszczyszyn
DATA SCIENTIST
Experience: 3 yrs
Focus: data mining
Dev: Junior R, C++
Degree: Math (PhD)
Previous: academic
stermedia.aiARTIFICIAL INTELLIGENCE

13. ML discovery sprint
Business goals Data understanding Data preparation Prototyping Report
Kick-off meeting to collect
domain knowledge about
your challenges
Exploration of your data,
verifying its properties,
volume and quality
Selection, cleaning and
transforming the
relevant subset of data
Training selected ML
models, adjusting
parameters
Summary of data analysis,
methods and models used;
final recommendations
TEAM TIMELINE RESULTS
Duration: 1-4 weeks
Total time: 40-160 hours
Ready to start: within 3 weeks
of signing the contract
Business analyst
Data scientist
Working prototype
Report
stermedia.aiARTIFICIAL INTELLIGENCE

14. ML report
INSIDE:
business challenge definition
data structure
description of used algorithms
ML models analyse results
summary & next steps recommendation
stermedia.aiARTIFICIAL INTELLIGENCE

15. Full data
science process
When a ML Discovery Sprint ends, you decide
whether continue exploration of your full dataset
or work deeper on the algorithms.
Based on what we’ve already delivered,
we will set up further cooperation timeline.
stermedia.aiARTIFICIAL INTELLIGENCE

16. Clients talk
I was looking for a supplier of a mobile
application with an advanced machine
learning image processing. From
the first contact with Stermedia I felt
fully taken care of. At the stage of
creating the solution architecture, I had
3 Stermedia specialists at my disposal.
As a result, I received a tailor-made
technical solution. I definitely
recommend these guys!
” Stermedia helps us in AI projects for
startups that we invest in. Their Data
Scientists advise us on how to use
machine learning in many sectors;
among them HR, logistics and the
media. They are also extremely
helpful in a due diligence
analysis of AI/ML aspects of
startups’ projects, and they give us
support in creating applications for
funding.
” Deep learning experts from
Stermedia done great job giving us
depth analysis of social media (eg.
LinkedIn, Twitter, Github, etc.) in terms
of search candidates for job, the initial
automatic verification data profile,
forecasting changes of job, combining
profiles of the same person.
”
Katherine Moryc
PM LEADING NATIONAL TELECOM,
TELECOM, POLAND
Maciej Balsewicz
CO-FOUNDER & MANAGING PARTNER, BVALUE,
VENTURE CAPITAL, POLAND
Piotr Adamczyk
CIO, WORK SERVICE
HR, POLAND
stermedia.aiARTIFICIAL INTELLIGENCE

17. CASE STUDIES
Measurement
anomaly reporting
Client: Volkswagen (Poland), car factory
Delivering information about recent deviations in
measurement results and possible errors of the
future via email
detection based of anomalous measurement results appearing in an SQL database
modelling of probable deviations in future measurements
of specific parts (current model: support-vector machine)
email reporting application customizable by client
Functionalities:

18. Glue usage prediction
Client: Volkswagen (Poland), car factory
Accurate estimating daily glue usage based on the
approximate amount and type of automotive parts
sent to a production hall.
the accuracy of j materials consumption prediction improved by 15% waste
reduction in the manufacturing process more accurate planning of the type
and number of parts that enter the factory on a day
jupyter environment for Python and the scikit learn and pandas libraries
CASE STUDIES
Functionalities:
Technology:

19. CASE STUDIES
Stock level
monitoring
Client: Volkswagen (Poland), car factory
Analysis of suppliers' reliability based upon
accordance with a placed order. Finding
additional factors impacting stock levels.
detection of any significant quality problems
volatility of demand and accuracy of prediction
maintenance of the parameter - whether the state of the warehouse corresponded to
the established safety parameters
statistics of delivery times
other information about containers, standing on the line, or other potential factors that
may influence the choice of the parameter
Functionalities:

20. CASE STUDIES
Granulate drying
process forecasting
Client: TEVA (Poland), pharma factory
Data analysis and providing a process model to
optimize drugs production. Model predicts time
needed to finish a drying process.
minimizing production stoppage and eliminate manual using of moisture analyzer
automatic model prediction of how much time is needed to finish a drying process
data analysis based on air humidity and temperature (in and out)
Functionalities:

21. Identity
verification tool
Client: Identt (Switzerland and Germany). A leading identity
verification company for a banking sector.
Custom software for identification and verification
of ID cards, passports and currencies (banknotes).
Operation via a scanner or a mobile device.
face recognition
OCR engine
database of lost and stolen documents
Django (Python), Android, iOS, deep learning OCR engine, OpenCV
CASE STUDIES
Functionalities:
Technology:

22. CASE STUDIES
Improving
HR efficiency
Client: Work Service (Poland), a leading HR company
Recommendation platform matching job offers
with the best candidates.
recommendation platform for matching job offers with potential candidates
Connecting and analyzing a large quantity of data from multiple sources like
LinkedIn, Twitter, GitHub and others
bot calling candidates for a first interview
10 machine learning NLP models
Functionalities:
Python, k-means, knn, NEF, LDA, PCA, factorization machines, xgBoost, word2vec,
levenshtein distance, django, Django Rest Framework, d3.js, ggplot
Technology:

23. software
development

24. Mobile and web development core team
Marcin Wierzbicki
CTO, SOLUTIONS ARCHITECT
Experience: 7 yrs
Focus: software solutions,
development processes
Dev: Senior Ruby, JavaScript, React
Degree: Computer Science
Previous: software companies,
academic
Tomasz Kozakiewicz
JAVA TECH LEAD
Experience: 12 yrs
Focus: full stack development
Dev: Java, Angular, IntelliJ IDEA,
Vim
Degree: Computer Science
Previous: software companies,
telecom
Ewelina Wasilewska
UX DESIGNER
Experience: 6 yrs
Focus: user research, analytics,
workshops, wireframing,
prototyping, interaction design
Degree: UX & Product Design,
Journalism and Social
Communication
Previous: digital agencies
stermedia.aiSOFTWARE DEVELOPMENT

25. Technology stack
Backend Frontend
Python / Django
Java / Spring
React JS
Angular
Mobile
React Native (Android, iOS)
Cloud
Amazon Web Services
Google Cloud Platform
Microsoft Azure
AI
Python
TensorFlow
Keras
PyTorch
Sklearn
OpenCV
Gensim
stermedia.aiSOFTWARE DEVELOPMENT

26. Scrum
methodology
stermedia.aiSOFTWARE DEVELOPMENT

27. Continuous
Integration,
Test-Driven
Development
stermedia.aiSOFTWARE DEVELOPMENT

28. Clients talk
Stermedia has delivered high-quality
software on time and within budget.
We are impressed with their software
development expertise and eagerness
to find the right solution for their
clients.
“ Stermedia met our expectations,
caring for high quality services and
understanding our needs.
“ We are extremely pleased with
Stermedia in developing our
specialized analytics app.
They delivered our product on
schedule and on budget
“
Peter Kraus
Founder
FAMILYAPP LLC
VIRGINIA BEACH, U.S.
Guido Markowitsch
Senior Consultant, COB
WMC IT SOLUTIONS AG
BASEL, SWITZERLAND
Tommy Lyons
Co-Founder
SELF-STORAGE ANALYTICS LLC
VIRGINIA BEACH, U.S.
stermedia.aiSOFTWARE DEVELOPMENT

29. CASE STUDIES
Factory helpdesk
mobile app
Client: Worldwide power generator factory (HQ in USA)
Searching and browsing documentation
by operators at the workplace.
staff to show/manage manufacturing documentation on production assembly line
help center and instructions
interface in Polish and English.
Functionalities:
Android, Ruby on Rails
Technology:

30. CASE STUDIES
Keeping production
on the right track
Client: AndonCloud (Poland), tech industry startup
Software and terminals for process control in
production assembly.
machine continuity control
notifying manager via text message / email about production stopping
automatic machine hours reports
export to Excel, integration with other systems, access control
Functionalities:

31. CASE STUDIES
Tracking system of
public drug distribution
Client: E-health (Poland), medtech startup
Drug movement in hospitals -
registration of orders by a doctor after
being assigned to a patient. The system
is integrated with hospital medicine
packing machines and barcode printers.

32. Artur Karda
Digital Transformation Director
Head of Sales & Marketing
+48 695 396 911
artur.karda@stermedia.ai
Piotr Krajewski
CEO
Founder
+48 694 234 234
piotr.krajewski@stermedia.ai
The concepts, ideas and information, as well as the context in which the information is
presented in this document, are confidential business information of Stermedia Sp. z o.
o. and may not be used or reproduced without written permission.
Stermedia Sp. z o.o. declares to keep confidential all information that has been obtained
in the bidding process. The obligation of secrecy also extends to all employees of
Stermedia Sp. z o.o.
www.stermedia.ai