Саксон

Antony V. Sakson
Location: Lviv, Ukraine (Open to relocation / EU/ US/ Germany)
Email: [відкрити контакти](див. вище в блоці «контактна інформація») | Phone: [відкрити контакти](див. вище в блоці «контактна інформація») | LinkedIn:
[відкрити контакти](див. вище в блоці «контактна інформація»)

R&D Systems Engineer & Senior IT Business Analyst
Cross-disciplinary R&D Engineer and Senior Technical Business Analyst with a Master’s degree in Computer
Science and 15+ years of progressive tech experience: 5 years in Hardware R&D & Prototyping, 8 years
in Enterprise Business Analysis, and 2+ years leading AI/LLM investigations and integrations.
Specialized in rapid prototyping of Cyber-Physical Systems (IoT, Power Electronics, AgTech) and driving
end-to-end Agile business analysis for enterprise solutions. Proven ability to transform complex physical
constraints and fragmented stakeholder requirements into working prototypes, automated workflows,
and structured technical documentation. Passionate about leveraging AI, automation, and hardware
innovation for sustainability, humanitarian impact, and operational excellence. Strong background in
electrical engineering principles and technical asset management..

Core Competencies
• Business Analysis & Product: Requirements Elicitation, BPMN, UML, Sequence Diagrams,
RACI/CRUD, Agile (Scrum/Kanban), Stakeholder Management, MVP Definition, Figma
Prototyping.
• AI, Data & Automation: Agentic AI Orchestration (Google Antigravity, Cline), Hybrid On-
Premise/Cloud AI Architecture, LLM Benchmarking (Gemma, Qwen, Ollama), Prompt
Engineering, Data Annotation, Tableau, MS Power Automate, OSINT
• Hardware R&D & IoT: Rapid Prototyping, STM32, Arduino, Power Electronics (IGBT/MOSFET),
SolidWorks, PCB, Sensors, Brain-Computer Interfaces (EEG).
• Tools & Infrastructure: Jira Service Management, Confluence, PlantUML, MermaidChart.

Professional Experience
IT Business Analyst / QA & AI Lead (Legal & Fintech Systems)
PrimoCollect Group | April 2025 – Present

• Architected a Hybrid On-Premise/Cloud Legal AI Agent: Designed a secure, zero-data-
leakage pipeline using Cloud AI (Gemini) for CI/CD code generation and Local LLMs (Qwen 27B)
for processing strict PII legal data within the corporate intranet.
• Engineered Human-in-the-Loop (HITL) Automation: Developed a Python/Streamlit
enterprise application for automated contract generation with interactive human-validation
checkpoints, reducing document processing time from 40 to 2 minutes while completely
eliminating LLM hallucination risks.
• Act as the primary bridge between international stakeholders and engineering squads,
ensuring absolute requirements precision and end-to-end traceability across Agile and Hybrid
frameworks.
• Spearhead product architecture and fast-prototyping design (Figma, MermaidChart,
PlantUML) to visualize end-product alignment and eliminate systemic gaps early in the SDLC.
• Consolidate highly fragmented data and business constraints into crisp, structured
documentation (BPMN, Sequence Diagrams, RACI/CRUD matrices) for an enterprise-level Case
and Document Processing System.
• Spearheaded R&D testing and benchmarking for AI integrations, including cognitive and
logical evaluations of multimodal LLMs (Gemma 3/4, Ollama) and proprietary tools for
automated processing of legal data.
• Conducted data annotation and end-to-end testing for a court verdict anonymizer, ensuring
strict data privacy compliance and high accuracy.
• Managed and restored Jira Service Management infrastructure, configuring bug-tracking
systems and creating new support portals for specific business units.

Hardware R&D Engineer / Prototyping Lead
Re:Zavod & Independent R&D | 2016 – 2021

• Engineered AgTech & Hydroponic systems: Designed quantum-efficient LED panels with
collimator optics and automated hydroponic systems featuring chemical pH stabilization
(nitrite-nitrate-acid buffer), optimizing water and energy consumption.
• Developed Power Electronics prototypes: Built a 2-4 kW laboratory induction heating
inverter (half-bridge and full-bridge architectures using MOSFETs/IGBTs and ATMega) to
research power electronics and non-equilibrium plasma generation.
• Prototyped IoT & Microclimate solutions: Integrated SONOFF controllers for automated
microclimate management and engineered an Arduino-based air-flow coffee roasting prototype
integrated with Artisan software. Assisted in IoT system prototyping for the UAE skyscraper

system (Embed OS Stm32-based custom controller prototype with POE technology. Soldering
and debugging the bridge).
• Pioneered Neurotech integrations: Prototyped a Brain-Computer Interface (BCI) system
combining an Arduino and a single-channel EEG to successfully control physical actuators via
neural feedback.
Technical Assistant / Business Analyst (AI & Security)
Norwegian Refugee Council (NRC) | Nov 2023 – Jan 2025

• Spearheaded regional risk analytics: Developed comprehensive Tableau dashboards for
weekly, monthly, and annual Risk Security Assessments (RSA) across Western Ukraine, utilizing
AI and OSINT tools to evaluate and mitigate operational risks.
• Automated mission-critical workflows: Engineered an automated email parsing system using
MS Power Automate to track the arrival and departure of international humanitarian missions.
• Optimized operational efficiency: Eliminated 10-20 hours of manual data entry per week,
significantly improving the accuracy and timeliness of mandatory security briefings for field
staff.

IT Business Analyst
HebronSoft & SoftServe | Feb 2021 – May 2023

• Led end-to-end Agile business analysis for IoT, Education, and Procurement domains, acting
as a proxy-Product Owner and managing Jira workspaces for cross-functional development
teams.
• Optimized enterprise procurement processes, achieving a 40% reduction in manual
operations through automation and predictive modeling.
• Designed software mockups (Figma), authored comprehensive user manuals (Confluence),
and investigated API integrations to define precise scopes of work.

• Bridged the gap between abstract requirements and physical execution: Translated high-
level stakeholder needs into precise BPMN logic, which directly drove the development of
interactive Figma UI prototypes and the physical mapping of IoT sensors for the Smart RV
project.

Previous Experience & Entrepreneurship
• Founder & Manager | Catshostel (2011 – 2020) – Managed business operations, CMS Drupal
development, and international networking.
• Lead Programmer / Systems Administrator | 1C Company & KUB (2003 – 2012) – Developed
management accounting systems, synchronized databases, and handled MS SQL administration.

Education
• Master of Computer Applications (MCA), Computer Science | Lviv Polytechnic National
University (2005 – 2012)
• Associate's Degree, Economics | Lviv Management Liceum (2001 – 2003)

Publications & Science Popularization
• Technical Author: Authored highly practical articles on thermodynamics and electricity for
"Kunsht" media and "Yasno" (major energy supplier), translating complex physical concepts to
help civilians optimize heating and energy use during infrastructure crises (2022-2023).
• Public Speaker: Delivered public science lectures at the "15x4" educational initiative,
promoting physics and engineering concepts to broad audiences.