Вероніка

VERONIKA LAKIZA
Data Analyst

CONTACT PROFILE
[відкрити контакти](див. вище в блоці «контактна інформація») Recent Graduate in Artificial Intelligence Systems, passionate
[відкрити контакти](див. вище в блоці «контактна інформація») about machine learning, statistical analysis, and data-driven
insights. Experienced in building end-to-end data pipelines,
Lviv, Ukraine
applying ML algorithms, and turning raw data into clear,
actionable findings - from data cleaning and EDA to anomaly
EDUCATION
detection. Also bring leadership experience (SoftServe course),
University
2022 - 2026 having led collaborative teams to deliver project outcomes.

B.A. in Lviv Polytechnic National
University PROJECTS

Lyceum Transaction Anomaly Detection
2019 - 2022 Built an anomaly-detection pipeline for 1M payment transactions
Ivano-Frankivsk Physics and with no labeled data, for a fintech hackathon. Investigated
Technology Boarding Lyceum suspicious leads manually first - confirming each only when it
showed a clear, concentrated pattern (like a bank ID with zero
SKILLS variation in processing time, or refunds consistently exceeding

SQL the original amount) rather than normal variance - then cross-

BigQuery checked findings with an IsolationForest model. Identified 4

Excel/Google Sheets clusters of synthetic/corrupted data (0.46% of rows), while

Tableau correctly ruling out a real provider outage that looked suspicious

Python on the surface.

Pandas HR Analytics Dashboard
NumPy Built an HR dashboard in Tableau: from data prep and quality
scikit-learn checks through KPI cards, heatmaps, and two final views -
Git Summary and Detailed. Practiced the full build process - layout
Statistics planning in Draw.io, interactive filters and container.
Linear Algebra
Kickstarter SQL Analysis
Communication skills
Analyzed ~380K Kickstarter campaigns in SQLite - cleaned mixed
Problem-solving skills
currencies, invalid dates, and ambiguous project states, then
Organization and time
compared success rates by category, goal size, and launch year.
management skills
Success rate ranges 65% to 24% by category and drops as goals
increase.
CERTIFICAT
Certificate in Business Analysis Personal Finance & Budget Analysis Dashboard
Built a multi-year budget tracker in Google Sheets - pivot-table
breakdowns by category, trend charts, and spending patterns by
LANGUAGES
day/month. Tracked top expense drivers, seasonal spikes, and
Ukrainian - Native
savings rate over time. (Private data.)
English - B1+