Владислав

Vladyslav Vasylchenko
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WEBSITES AND SOCIAL LINKS

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SUMMARY

A third-year IT and Business Analytics student (UCU) with a strong foundation in mathemat-
ical analysis, database organization, and statistical modeling. Experienced in automating data
pipelines and optimizing business logic. Passionate about AI system architectures, specifically
Edge-Cloud orchestration and capability-to-cost optimization. I combine analytical rigor with
strong stakeholder communication to translate complex technical constraints into actionable busi-
ness metrics.

EXPERIENCE & RESEARCH PROJECTS

AI-Powered Geospatial Voice Guide (NotMiss), ...
• Architected a hands-free, location-aware audio guide utilizing real-time GPS track-
ing and proximity-detection algorithms to trigger contextual narrations

• Built an automated multi-source research pipeline dynamically querying Open-
StreetMap (Overpass API) and enriching POI context via Wikidata and Wikipedia
APIs

• Integrated LLM with Text-to-Speech (TTS), implementing two-tier caching (in-
memory + disk) and an asynchronous queue to minimize latency and API overhead

• Designed a scalable architecture connecting a cross-platform Flutter client with a
Python (FastAPI) backend for AI orchestration and conversational Q&A

Computer Vision Research: Edge Detection Module, ...
• Collaborated on an academic research initiative to develop an image processing
module

• Applied advanced matrix operations and mathematical convolutions to extract key
features from raw visual inputs

• Authored and formatted comprehensive technical documentation using LaTeX for
precise mathematical notation

Process Optimization Engineer (FinTech Startup), ...
• Acted as a core optimization engineer mediating buyer-seller transactions within
a secure financial ecosystem

• Systematically identified workflow bottlenecks and implemented process automa-
tion, increasing transaction automation rates from 57% to a peak of 92%

Predictive Modeling: US Traffic Collision Data (Econometrics), . . . . . . . . . . . .
• Managed the end-to-end data lifecycle: sourced, cleaned, and visualized extensive
open-source datasets on US traffic accidents

• Developed a customized predictive risk model designed to optimize individual-
ized pricing strategies and mitigate financial risks for car leasing companies

Business Analysis & Process Optimization (Botscrew), ...
• Conducted multi-level stakeholder interviews to gather technical requirements
across marketing, finance, and delivery departments

• Designed a centralized, interactive CEO-level dashboard for tracking cross-departmental
project health and operational efficiency

Secure Communications Engineering, . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
• Engineered a secure, Python-based messaging prototype focusing on strict user
data privacy protocols, profile lifecycle, and encrypted data transmission

EDUCATION

Ukrainian Catholic University ... 2024
IT and Business Analytics, Lviv
Third-year student