8+
years across software, product systems, and analysis
Software Engineer | Technical Analyst
Backend systems, automation, and platform reliability shaped into a focused engineering story. Technical analysis, product systems thinking, and cross-functional delivery shaped into a focused product story.
Engineer with experience spanning backend services, migrations, service monitoring, security workflows, and internal tools that make teams faster and systems more reliable. Technical analyst and product-minded operator with experience in feasibility analysis, SQL-driven insight, platform operations, stakeholder communication, and workflow design.
5
industries touched through product and platform work
6
strong case-study candidates already visible in the resume
3
core lanes: engineering, analytics, and operations
Current focus
Lead with backend delivery, automation, service reliability, migration work, and security-minded engineering. Lead with product analysis, platform insight, cross-functional execution, documentation, and operations-facing decision support.
Forge View
Use this view when applying for backend, platform, tooling, reliability, or automation-heavy engineering roles.
Signal View
Use this view when applying for technical analyst, product operations, product strategy, or cross-functional delivery roles.
Skills Dashboard
Show skills with evidence, not just keywords.
Each skill cluster connects to real work across product operations, backend systems, analytics, security, and internal tooling.
Backend Engineering
API-driven systems, migrations, integrations, and service reliability work.
- Node.js
- Go
- Python
- APIs
- System integrations
Proof points
- Led a Node.js to Go migration for a key student demo service.
- Built backend modules in healthcare and partner-management products.
- Delivered workflow automation across repositories and internal systems.
Data and Analytics
SQL-heavy analysis, internal dashboards, crash insights, and reporting systems.
- SQL
- Utilization analysis
- Reporting
- Dashboards
- Crash analysis
Proof points
- Compared broker usage patterns against Microsoft Partner Centre data.
- Built an API crash analysis dashboard for backend teams.
- Automated reporting to support operational decision-making.
Product and Technical Analysis
Feasibility analysis, risk assessment, stakeholder communication, and system mapping.
- Requirements analysis
- Risk assessment
- UML diagrams
- Jira
- Confluence
Proof points
- Assessed technical feasibility and integration impact for new features.
- Reworked internal knowledge systems to reduce support effort.
- Translated business and platform needs into actionable technical work.
Cloud and Operations
Monitoring, event-driven workflows, internal tooling, and operational stability.
- AWS Lambda
- Monitoring
- Automation
- Workflow tooling
- Notifications
Proof points
- Built a Lambda-based service monitoring tool with real-time alerts.
- Designed internal automations to reduce manual vulnerability triage.
- Improved platform reliability through operational visibility and tooling.
Security and Compliance
Security hardening, vulnerability workflows, and compliance-oriented delivery.
- AWS WAF
- ISMS
- ISO 27001
- Dependency security
- Risk reviews
Proof points
- Contributed to ISMS work that supported ISO 27001 certification.
- Implemented AWS WAF to strengthen service protection.
- Converted dependency alerts into actionable Jira tickets automatically.
Collaboration and Leadership
Cross-functional execution, documentation, partner collaboration, and team guidance.
- Stakeholder management
- Team leadership
- Documentation
- Partner communication
Proof points
- Led cross-functional initiatives in CRM integration and dashboard delivery.
- Managed and supported small engineering teams on product-facing systems.
- Reworked knowledge-base content to improve internal usability.
Experience Timeline
Career progression anchored in delivery and systems thinking.
Driving product and platform understanding through feasibility analysis, platform data review, automation, and documentation improvement.
- Analyzed new feature feasibility, integration impact, and implementation risks before development.
- Used SQL to compare broker usage patterns against Microsoft Partner Centre data and surface platform insights.
- Designed a Dependabot-to-Jira workflow that reduced manual vulnerability triage across repositories.
- Supported ISMS and ISO 27001 compliance efforts through documentation and risk-related work.
- Technical analysis
- SQL
- Security automation
- Documentation
Built product and operations tooling with a strong focus on service reliability, migration, and security.
- Improved the student demo booking flow through a user-centric redesign.
- Implemented AWS WAF to strengthen web application protection.
- Built a Lambda-based monitoring system for real-time service alerts.
- Led migration of a key service from Node.js to Go for better scalability and efficiency.
- Backend
- AWS
- Monitoring
- Go migration
Worked across integrations, internal dashboards, and partner-facing systems after CRM acquisition.
- Acted as a key technical stakeholder in CRM integration after the BYG acquisition.
- Led delivery of a dashboard for partners to track bookings, attendance, and revenue.
- Built an API crash analysis dashboard to help backend teams diagnose issues faster.
- Integrations
- Dashboards
- Leadership
- Analytics
Focused on chatbot workflows, scheduled notifications, engagement experimentation, and reporting automation.
- Built a rule-based Facebook chatbot that increased registrations by 30 percent.
- Implemented scheduled notifications and A/B tested messaging to improve engagement.
- Automated report generation for smoother operational analysis.
- Backend
- Automation
- Experimentation
- Reporting
Delivered healthcare-oriented backend capabilities focused on operational clarity and data consistency.
- Implemented a medication reminder and tracking module for patient monitoring.
- Designed a centralized drug database for a pharmacy supply chain platform.
- Backend
- Data modeling
- Healthcare systems
Selected Case Studies
Interactive proof of work for the strongest stories in the resume.
These are the kinds of stories recruiters and hiring managers remember because they show ownership, context, and impact.
Security Automation Dependabot alerts into actionable Jira tickets Reduced manual triage
Turned dependency alerts into a workflow teams could actually act on, reducing repetitive triage and improving visibility across repositories.
Approach: Mapped alert inputs, ticket rules, and repository workflows into an automated vulnerability-management path that fit existing team operations.
- Automation
- Security
- Workflow design
- Jira
Backend Migration Migrated a key service from Node.js to Go Improved performance profile
Led a service migration to improve performance, scalability, and operational efficiency in a product-critical workflow.
Approach: Balanced migration planning, implementation, and rollout concerns while preserving service continuity for a user-facing product flow.
- Go
- Node.js
- Architecture
- Backend systems
Monitoring Built AWS Lambda service monitoring with real-time alerts Faster issue response
Created internal tooling that surfaced service issues faster and helped teams respond before problems lingered.
Approach: Used serverless monitoring and notification logic to detect service issues and send immediate signals to the right teams.
- AWS Lambda
- Monitoring
- Reliability
- Operations
Analytics Analyzed broker utilization with SQL Sharper platform insight
Used platform data and partner-center comparisons to identify how brokers were actually using the system and where platform efficiency could improve.
Approach: Queried and compared usage patterns against external system data to produce decision-ready insights for product and platform teams.
- SQL
- Technical analysis
- Reporting
- Platform operations
Side Project
One product outside work that shows taste, humor, and iteration.
Featured Build
NoFluff AI
AI-powered personal project that summarises long-form LinkedIn posts into concise, high-signal insights.
- Built around the idea that many LinkedIn posts are long on framing and short on signal.
- Focuses on helping readers get to the actual point faster.
- Published publicly at nofluff.space.
Education
- MBA, Estonian Business School
- Master of Engineering, Manipal Academy of Higher Education
- Bachelor of Engineering, SJC Institute of Technology
Languages and Community
- English
- Estonian A1, working toward A2
- Volunteer at Agile Saturday and Global Agile Summit
Contact
Open to conversations around backend, product systems, and technical analysis.
If you are hiring for backend engineering, internal tools, platform operations, or technical analysis work, this site is the quick overview and the resume is one click away.