Малиновський

Daniil Malynovskyi
Data-Driven AdOps & Automation Specialist
Kyiv, Ukraine • [open contact info](look above in the "contact info" section) • [open contact info](look above in the "contact info" section)

PROFESSIONAL SUMMARY
Results-oriented marketing technology professional with a strong background in ad operations, automation engineering,
and analytics. Skilled at translating complex marketing goals into scalable, automated systems that reduce manual work and
improve campaign performance. Combines hands-on technical expertise (Python, REST APIs, SQL, n8n, Airtable scripting)
with business acumen, enabling cross-team collaboration and measurable ROI improvements. Experienced across global
markets and multiple ad networks.

PROFESSIONAL EXPERIENCE

NDA – Automation Manager Remote • Nov 2025 – Present
• Design and maintain a Streamlit-based reporting platform for real-time lead performance monitoring, supporting data
filtering, buyer segmentation, and funnel analytics across multiple traffic sources.
• Build and optimize API integrations with lead buyers and affiliate networks, including DNP (Do Not Present) pre-check
logic and dynamic buyer routing to improve lead quality and acceptance rates.
• Develop Python-based data pipelines for processing loan applications, automating TMX report handling, coefficient
calculations, and compliance validation logic.
• Built end-to-end analytics infrastructure for the performance team, enabling real-time tracking of key funnel metrics,
campaign efficiency, and buyer-level reporting.

Gismart – Technical Implementation Specialist Kyiv, Ukraine • Jun 2025 – Feb 2026
• Architected and maintained a multi-network creative automation stack integrating Airtable, n8n, and cloud storage to
publish creatives across Meta, TikTok, Snapchat, and Google Ads.
• Led design of data pipelines for real-time performance tracking, success-rate dashboards, and campaign validation
logic.
• Collaborated with UA managers, data engineers, and designers to ensure smooth scaling of campaigns reaching multi-
million-dollar monthly budgets.
• Implemented token refresh flows, chunked uploads, and quota monitoring, improving API reliability and reducing failed
uploads by 40%.

LeadsMarket.com – Operations Manager Remote, U.S. • Jan 2025 – Jun 2025
• Built Power BI and Google Sheets dashboards to monitor lead funnel performance, CPL/CPF, and traffic quality across
dozens of sources.
• Automated daily and weekly operations with Python and REST APIs, cutting manual reporting time by 70%.
• Designed fraud-detection and buyer segmentation logic to improve lead quality and reduce refund rates.
• Authored comprehensive onboarding documentation and trained a distributed operations team, shortening new-hire
ramp-up by 30%.

DecenterAds – Integration Engineer / System Analyst Singapore • Jul 2024 – Dec 2024
• Engineered and supported integrations between programmatic ad networks and in-house platforms using custom APIs
and event-driven architectures.
• Conducted system audits and requirement analyses, identifying performance bottlenecks and introducing monitoring
solutions that increased data accuracy by 25%.

SKELAR – User Acquisition Manager (Intern) Kyiv • Jun 2024 – Jul 2024
• Assisted in planning and executing UA campaigns on Meta and TikTok, focusing on audience segmentation and creative
testing.

USIM (Irvine, CA)
Media Trader / Ad Operations Lead • Jan 2024 – Jun 2024

AdOps Team Lead • Jun 2023 – Jan 2024
Ad Operations Specialist • May 2022 – Jun 2023
• Provided extensive QA and technical support for the Ad Operations department, ensuring flawless campaign launches
and ongoing performance stability.
• Designed and implemented automated QA checks and internal monitoring scripts to validate campaign setup, creative
assets, and pacing logic before and during launch.
• Built automation tools to streamline trafficking, reporting, and troubleshooting processes, cutting manual effort across
the team by more than 40%.
• Managed a seven-figure monthly spend across programmatic platforms while maintaining high data accuracy and
compliance standards.
• Led a cross-functional team introducing automated pacing scripts and real-time alerts, reducing overspend incidents by
35%.
• Developed custom audience-building tools and reporting templates, cutting manual data preparation from hours to
minutes.

Union of Ukrainian Entrepreneurs (SUP) – System Administrator Kyiv • Apr 2020 – Sep 2020
• Provided IT infrastructure support, including network configuration, security auditing, and system maintenance,
ensuring 99% uptime for internal operations.

KEY SIDE PROJECTS
Creative Motion Design Automation (Personal Project)
• Built an automated pipeline for a small motion-design studio that generates, versions, and delivers After Effects
templates via API-driven rendering services.
• Integrated scheduling, asset management, and cloud rendering, reducing manual design-to-publish time by over 60%.
Conversational Automation Bot
• Developed an intelligent chatbot leveraging large language model APIs to handle client communications and FAQs for
small businesses.
• Implemented context memory, multi-language support, and analytics dashboards to monitor engagement and
response accuracy.

TECHNICAL SKILLS
Programming & Data: Python, JavaScript (basic), SQL (basic–intermediate), REST/GraphQL APIs, JSON, CSV/ETL processing
Automation & Tools: n8n, Airtable scripting, Zapier, Jenkins, Git/GitHub, Google Cloud & Drive API, Dropbox API
Analytics & BI: Microsoft Power BI, Google Data Studio, Looker, Advanced Excel
Advertising & MarTech: Meta Ads, TikTok Ads, Snapchat Ads, Google Ads, The Trade Desk, programmatic DSPs, attribution
& tracking platforms (Appsflyer, Adjust)
Other: Agile/Scrum workflows, documentation (Confluence), onboarding & training, cross-functional communication

EDUCATION
UCODE – Diploma of Education, 2020 – 2022
National Aviation University – Law (Space Law specialization), 2018 – 2022

CERTIFICATIONS
IT Switch
The Trade Desk Edge Academy – Executive Program
The Trade Desk Edge Academy – Data-Driven Planning

KEY STRENGTHS & IMPACT
Process Optimization: Proven ability to streamline complex advertising workflows, reducing manual effort and error rates.
Cross-Team Collaboration: Work effectively with marketers, developers, and data scientists to deliver unified solutions.

Scalable Automation: Build robust systems capable of handling high-volume creative uploads and campaign operations
across multiple ad networks.
Data-Driven Mindset: Translate performance metrics into actionable strategies that drive measurable ROI improvements.