Dmitry Lebedev
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Dmitry Lebedev Email & Phone Number

Chief Cloud Engineer - ML and AI at Basware
Location: Helsinki, Uusimaa, Finland 16 work roles 4 schools
1 work email found @basware.com LinkedIn matched
✓ Verified May 2026 4 data sources Profile completeness 100%

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Current company
Role
Chief Cloud Engineer - ML and AI
Location
Helsinki, Uusimaa, Finland
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Who is Dmitry Lebedev? Overview

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Quick answer

Dmitry Lebedev is listed as Chief Cloud Engineer - ML and AI at Basware, a company with 1663 employees, based in Helsinki, Uusimaa, Finland. AeroLeads shows a work email signal at basware.com and a matched LinkedIn profile for Dmitry Lebedev.

Dmitry Lebedev previously worked as Chief Cloud Engineer - ML/AI at Basware and Lead Software Engineer at Basware. Dmitry Lebedev holds Ms, Physics from Saint Petersburg State University.

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{first}.{last}@basware.com
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Profile bio

About Dmitry Lebedev

ML/AI research engineer, generalist programmer with mathematical background, full-stack Web developer.Currently, technical lead of Basware SmartPDF AI project. My team is working on AI-based invoice data extractor capable of learning from single example and reaching the human-level accuracy.Specialization:- Supervised and unsupervised image segmentation (UNET)- Learning part-whole hierarchy of image (GLOM)- Generative 2D grammar parsing (2D-SCFG)- Contrastive learning (Barlow Twins, BYOL, DINO)- Visual transformers (ViT)- Advanced clustering ("Chinese room", 400K clusters out of 15M samples)- One-shot continual learning (ML models of episodic memory)- Anomaly detection in training data (Data cleansing)- MLOps Web app development (Data versioning and valorisation)- Root cause analysis of prediction mistakes (ML explainability)

Listed skills include Linux, Javascript, Perl, Jquery, and 69 others.

Current workplace

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Basware
Basware
Chief Cloud Engineer - ML and AI
Helsinki, FI
Website
Employees
1663
AeroLeads page
16 roles · 36 years

Dmitry Lebedev work experience

A career timeline built from the work history available for this profile.

Chief Cloud Engineer - Ml And Ai

Helsinki, FI

Chief Cloud Engineer - Ml/Ai

Current

Helsinki Metropolitan Area

Technical lead of SmartPDF AI project, developer of core algorithms and technical owner of ongoing research activities

Apr 2021 - Present

Lead Software Engineer

Helsinki Area, Finland

Developing invoice recognition system based on CNN image segmentation:- Pyramid CNN model- Committee machine- Anomaly detection algorithm- Clustering algorithm- GT cleanup Web UI- Training ecosystem

Sep 2018 - Apr 2021

Lead Software Engineer

Helsinki

Web UI developer, technical owner of the UI component library and SW stack for Basware Web Portal. In the scope of the project, my team and I have created:- Knockout-based reactive Web UI component library (100+ UI components, 95% test covered)- Reactive client-side rule engine for applying customizable rules that affect validation and UI behaviour.

Sep 2014 - Mar 2019

Senior Software Engineer

Helsinki

Web UI design and coding. In this job my responsibility was to develop the frontend of the Mobile Policy Management System. To achieve this goal with maximum quality and efficiency, the SOA-like abstraction layer was created on top of Backbone.js MVC. The layer enabled rapid creation of loosely coupled UI components following SoC and SRP design principles..

Sep 2012 - Aug 2014

Senior Software Designer

Web UI design and prototyping with JavaScript, YUI, jQuery, JSON.

Nov 2011 - Aug 2012

Senior Software Designer

Nsn

In this project my responsibility was to create an engine for CI build pipe for cascading XSLT transformations. The challenge was that, unlike ordinary build pipes, this pipe had a hierarchical tree of artefact dependencies, which had to be traversed in parallel manner without loss of consistency. The created actor-based engine was able to run dependent.

Feb 2010 - Nov 2011

Senior Software Designer

Nsn

This project was my entry to industrial UI programming. My team developed both the OSGi-based Java UI platform on top of NetBeans and Web-UI platform on top of LifeRay portal, which was the basis for UI development in NSN. In this project my tasks included:- debugging complex WebSphere JSSE related security issues in cooperation is IBM L3 support team.

Jan 2008 - Feb 2010

Lead Designer

Nsn

This was an ambitious collaboration project between NSN and Cisco, which was shortly suspended. We were investigating the possibility to create the joint network management platform based on NSN NetAct and Cisco ANA. The work was going in the international team of ~40 lead designers and architects in Israel and Finland. My responsibility was to represent.

Sep 2007 - Dec 2007

System Architect

In this project I acted as a system architect for Network Management System for TETRA. I was leading the small multi-site development team creating specific adaptations for TETRA network elements. The challenge was that in this role it was necessary to learn and represent the whole NetAct backend structure including ~50 Unix processes grouped in about 10.

Apr 2006 - Dec 2007

Senior Software Designer

Technical Lead of GPRS Packet Core Adaptations team. Design and development of NMS adaptations for GPRS Packet Core network elements. Technical negotiations with network element vendors. Technology: CORBA, C++, SQL, SNMP, XML, HPUX, Linux

Sep 2004 - Apr 2006

Software Designer

Technical Lead in GPRS Packet Core Configurator project. Created multithreaded Java/J2EE process for parallel configuring of multiple network elements over SNMP. Created EJB based rule engine for dynamic consistency maintenance between several provisioned network elements. Technology: J2EE, Java multithreading, JTA, JMS, JDBC, BMP, SQL, TCP/IP, SNMP, GPRS.

Aug 2000 - Sep 2004

Software Engineer

Configuring Nokia Network Management System UI based on HP OpenView. Also created a CGI script for printing multiple Web pages. Technology: Perl, CGI, JavaScript, HTML, HTTP.

Jun 1999 - Aug 2000

Book Translator

Bhv Publishing House

Translated books of Microsoft press from English to Russian. Books translated: "Inside Windows 98 registry", "Resources of Microsoft Windows NT Server 4.0".

1996 - 1998 ~2 yrs

Software Engineer

Baltic Ships Supply (Bss) Ltd.

Created UI plugin and special modem driver for ship radio console simulator. Technology: Windows GUI API, Borland Delphi v2.0, MS-DOS device drivers, Intel x86 Assembler.

1995 - 1998 ~3 yrs

Software Engineer

Intercompex Joint Venture

This was my first and unforgettable employment, while I was still in school. I had computer installed at home and enjoyed almost unlimited freedom of doing pretty much anything I like to fill in the gap in application portfolio of Z80-based ZX Spectrum-compatible computer named Hobbit. It was an explosion of enthusiasm. One month, I was working 16 hours a.

1990 - 1992 ~2 yrs
Team & coworkers

Colleagues at Basware

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4 education records

Dmitry Lebedev education

Sw Engineer, Computer Science

Leningrad Information Technology Institute (Liian)

Activities and Societies: Programming with Borland PascalPassed the software engineer qualification exam.

Computer Science

Nokia Learning Center

Attending courses: CORBA, Java, EJB, TCP/IP, GPRS

FAQ

Frequently asked questions about Dmitry Lebedev

Quick answers generated from the profile data available on this page.

What company does Dmitry Lebedev work for?

Dmitry Lebedev works for Basware.

What is Dmitry Lebedev's role at Basware?

Dmitry Lebedev is listed as Chief Cloud Engineer - ML and AI at Basware.

What is Dmitry Lebedev's email address?

AeroLeads has found 1 work email signal at @basware.com for Dmitry Lebedev at Basware.

Where is Dmitry Lebedev based?

Dmitry Lebedev is based in Helsinki, Uusimaa, Finland while working with Basware.

What companies has Dmitry Lebedev worked for?

Dmitry Lebedev has worked for Basware, Seven Networks, Nokia Siemens Networks, Nsn, and Nokia.

Who are Dmitry Lebedev's colleagues at Basware?

Dmitry Lebedev's colleagues at Basware include Anuj Kachroo, Ricky Minhas, Rajat Bansal, Rajat Goyal, and Flora Chheang.

How can I contact Dmitry Lebedev?

You can use AeroLeads to view verified contact signals for Dmitry Lebedev at Basware, including work email, phone, and LinkedIn data when available.

What schools did Dmitry Lebedev attend?

Dmitry Lebedev holds Ms, Physics from Saint Petersburg State University.

What skills is Dmitry Lebedev known for?

Dmitry Lebedev is listed with skills including Linux, Javascript, Perl, Jquery, C++, Ruby, Css, and Html.

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