AI in everyday HR
I test AI tools in HR work and bring the ones that save time into the team's routine: sourcing, documentation, analytics, internal communication.
I build HR from scratch in fast-growing IT and iGaming companies. 11+ years in people management, 6 in tech. I design employee experience like a product: map the journey, find the friction, test the fix, measure the result. HR analytics is my early-warning system: eNPS, turnover and mood data show me where to look before a problem grows.
Business grows at the speed of its people. I help both move faster.
I test AI tools in HR work and bring the ones that save time into the team's routine: sourcing, documentation, analytics, internal communication.
I promote wellbeing as part of HR strategy, not a perk: mood monitoring, healthy workload, support for managers. I write about it on LinkedIn.
Read my posts →I lead calmly and with structure. Decisions rest on facts and data, not on the loudest voice in the room. At the same time I look closely at each person: what drives them and where they are strongest. I build on strengths first and work on weak spots only where the role needs it.
Years of playing Dota as a team taught me the rule I use at work: a team wins when every role is clear and every position is covered.
Shape company strategy together with leadership and align HR strategy with it. Bring the people perspective into every major business decision.
Advise line managers on performance, productivity and satisfaction. Design reward and incentive systems that drive the behaviour the business needs.
Keep records and compliance accurate through HRIS and self-service, and outsource non-core tasks so the team can focus on strategic work.
The company went for ISO/IEC 27001 certification. The standard requires people controls across the whole employee lifecycle, and HR policies had to be written and in force before the audit.
Wrote the HR policies and built the people-related controls: background screening, NDAs and employment terms, security awareness for staff, disciplinary and offboarding procedures with access removal.
The company passed the ISO/IEC 27001 audit in November 2025, with the HR controls in place.
Built a dismissal process with exit interviews. Set up regular salary indexation and reviews so that pay stays competitive.
Staff turnover down 30%. Fewer resignations that end with a counteroffer.
Rebuilt the onboarding process and created a system of adaptation and training for new employees.
Onboarding time cut in half. Fewer dismissals before the end of probation.
Led the Recruiting department. Built a full-cycle in-house recruiting system, a competency and development map for recruiters, and a knowledge base.
The full hiring cycle now runs in-house, with a trained recruiting team.
Organised the relocation of employees.
The company opened an additional legal entity; employees got jobs in an international company.
2020: the company moved to remote work almost overnight. Employees used personal email and messenger accounts for work, so company data lived outside company control.
Coordinated the move to remote work and the switch from personal to corporate accounts for every employee. Built the rules into onboarding and offboarding.
All 170+ employees on corporate accounts. Company data stays in company systems, and access is closed on the day an employee leaves.
Introduced regular 1:1s for every employee, with tracking of emotional state and eNPS.
Employee retention up 30%.
Built and ran the whole cycle: onboarding, adaptation plans, IDPs, performance review, 360, sentiment monitoring, assessments and exit interviews.
Staff turnover down 30%.
Ran 40+ full-cycle events: parties for 200+ people, an off-site for 50, welcome days, demo days, strategic sessions. Built the external brand with universities, internships, city hackathons and government agencies.
Higher staff loyalty and HR brand recognition.
Ran hiring, adaptation and dismissals. Introduced competency-based STAR interviews. Wrote manuals and training materials.
Turnover down 40%. New hires reached full productivity twice as fast. Shorter time to fill.
Monitored health and safety and emergency compliance, first aid, planned and unplanned evacuation drills.
Workplace incidents down 50%.