Jānis Ducens Email & Phone Number

Dublin, County Dublin, Ireland

Riga, Latvia

• Major Responsibilities:During this job position, I did data analysis and developed an email sorting system using NLP Machine Learning and 3 AI neural network architectures (MLP, CNN, LSTM) for the data analysis of the.
• Created an NLP email sorting system for the organization's services with a demo GUI at https://emailsorter.me.
• Optimised performance of approx. 200 customer implementations through engineering, testing, deploying global components, and bug fixes.
• Carried out 33 user acceptance tests and executed 25 piloting tasks.

Dublin, County Dublin, Ireland

• Major Responsibilities:I am currently primarily working with BERT NLP tokenizers in conjunction with BERT tokenizers with embedded label support, Lightning feature extraction, and different built-in BERT and.
• Improved the NLP classifier model’s performance by 10-20% by replacing built-in BERT for sequence classifier with various different Scikit-learn classifiers and neural network architectures.
• Utilized IBM Watson and TextRazor to extract data from WEB-scraped articles, did data analysis of 135 manually annotated articles using doccano, and corrected automated labelling by Python NLP model with custom Spacy.
• Engineered 3 bash + awk + regex scripts to automate CSV data formatting and storing SQL data in MongoDB.

Riga, Latvia

• Major Responsibilities:Collection and log data analysis. Enhanced customer experience through streamlining processes and providing efficient support. Implemented automatic updates for 70 implementations to enable.
• Met customer needs by resolving a total of 2,107 incidents and 281 customer service and administration requests.
• Upgraded validation rules for approximately 170 customer implementations, while ensuring reliability in data validation processes.

Riga, Latvia

• Major Responsibilities:Developed and maintained a WEB store, and managed execution of IT and engineering projects, manufacturing, procurement, and delivery.Key Contributions:
• Managed 2000+ orders for ~650 customers by coordinating manufacturing and delivery efforts.
• Designed products, including 5 iterations of the VU meter bridge, by leading custom design work following customer requirements through proactive communication with customers and prospects.
• Cultivated partnerships to procure the best deals for raw materials with factories and manufacturers.

Riga, Latvia

• Major Responsibilities:Developed new features, including 2 new WEB forms and SMS functionalities, and fixed code errors to contribute to developing and maintaining the company’s website.Key Contributions:
• Solving incidents.
• Integration of new features into the website (user forms, SMS processor configuration, database functions).
• Bugfixing.

Riga, Latvia

• Major Responsibilities:Built a WEB-based ERP system to optimize the performance of the company’s business processes by conducting WEB scraping for ~500 products to perform competitor pricing analysis.Key Contributions:
• Management of data.
• Billing, invoicing.
• Developing WEB accounting software.
• WEB scraping of products for analysis of competitors' prices.

Riga, Latvia

• Major Responsibilities:Built a WEB-based accounting system by implementing accounting software in LAMP, Linux, Apache, MySQL, and PHP, to improve business process performance within the company.Key Contributions:
• Developing WEB accounting software.
• Implement accounting software in LAMP (Linux, Apache, MySQL, PHP).

Riga, Latvia

• Major Responsibilities:Developed design and functionality upgrades for the website alongside preparing and publishing daily content to ensure proactive website maintenance and engaging content.Key Contributions:
• Day-to-day searching, processing, and publishing articles.
• Administration of customer payments, services, and authorization.
• Filing of information exchanged with business partners.
• Contributing to functional and visual features of WEB portal upgrade.

Latvia

• Major Responsibilities:Designed residential buildings and apartment complexes by generating and printing building designs across 4 locations in AutoCAD and rendering visualizations via SketchUp.Key Contributions:
• Generated and printed designs of buildings in 4 locations in AutoCAD.
• Rendered visualizations with Sketchup.

Master'S Degree, Engineering Science In Information Technology, 8/10

Thesis: "Research and application of artificial intelligence possibilities for the development of automated sorting system of e-mail flow.

Bachelor Of Engineering - Be, Computer Control And Computer Science, 9/10

Activities and Societies: Thesis: “Business process management and robotic process automation implementation in business processes of an.

Architecture

High School Diploma