Андрій 

Andrii Mikhnevych
Software Developer
Over 7 years of experience in developing complex algorithmic solutions, data analytics, and automation.
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Key Technologies
Programming: Python, C++, C#, Java, MQL4, MQL5
AI / ML: LangChain, Retrieval-Augmented Generation (RAG), StyleGAN2, Computer Vision, EasyOCR
Backend: FastAPI, PostgREST, REST APIs, Webhooks, API integrations (Telegram Bot API, MetaTrader API, Electronic Court of Ukraine API,
Cryptocurrency Exchange APIs: Binance, Bybit, OKX)
Frontend: React, Tailwind CSS
Databases: PostgreSQL, Redis, SQLite, Elasticsearch
Tools: Git, Docker (basic), Linux, VS Code
Data Processing: PDF processing, LibreOffice automation

Experience
Team Lead / Senior Backend Developer
Anunciata
06/2025 – 03/2026
Ukraine
Team Lead / Senior Backend Developer (08/2025 – 03/2026)
Led a team of 4 developers (2 backend, 1 automation engineer, 1 full-stack).
Responsible for system architecture, task assignment, hiring developers, and communication with investors.
Organized team workflow via Azure Planner, distributed tasks, and mentored developers.
Within 6 months, the team deployed two CRM systems from scratch for different business divisions of the company.
Developed a legal CRM for managing court cases with integration with the Electronic Court of Ukraine API.
Through automation, increased court submission throughput from ~500 applications in 7 days (10 lawyers) to ~3000 applications
in 12 hours.
Led development of a CRM for a Ukrainian clothing brand with marketplace integrations (product and order synchronization).
Designed backend architecture of systems in Python (Django, FastAPI) using PostgreSQL and MS SQL.
CRM was used by approximately 50 users in the legal division and 10 in e-commerce.
Developed an AI agent for a call center that automatically processed voice calls using voice-to-text LLM text-to-speech pipeline
and answered client questions based on the company FAQ.
Built a RAG system for PDF document analysis, enabling automatic question answering based on legal documents.
Independently initiated and designed the architecture of an LLM agent for legal PDF analysis, fully eliminating the human factor in
document review.
Implemented agents using LangChain and the RAG approach.
Developed backend services and integrations with internal company systems.

Middle C++ Developer
Algo Equities Technology Ltd
07/2023 – 04/2025
Kyiv
Development of software solutions for asset management, algorithmic trading, and market analysis.
Development and implementation of trading platforms and strategy automation tools using C++, C#, Python, MQL4/5 and various
APIs (Stellar, Telegram, Binance, OKX, Bybit, Quantower).
Development of proprietary trading strategies based on technical indicators and their integration into automated systems.
Creation of cross-platform bridges for connecting multiple trading terminals and data sources.
Development of custom indicators in Python for system performance monitoring and user notification via Telegram bots.
Development of a high-performance Telegram bot in C++ using direct server connection, avoiding getUpdates() and significantly
improving performance.
Integration of a news aggregator with a high-frequency trading system to capitalize on price fluctuations caused by news events.
Creation of a multi-threaded funding rate arbitrage aggregator in C# that utilized API data from leading cryptocurrency exchanges
to profit from funding rate discrepancies.

C++ Freelancer
Freelance
02/2018 – 09/2023
Remote
Working on C++ solutions for financial systems.
Primarily worked alone, but later brought a manager to the team to handle client communication, technical requirement
coordination, and payment and tax management.
© 2026 Andrii Mikhnevych 1/3
 Creation of indicator status monitoring dashboards. As a result, these dashboards have been facilitating the work of clients from
Germany for over 6 years. I maintain contact with them, occasionally implementing improvements and indicator replacements.
Working with large volumes of data and processing them to obtain pricing information using custom scripts, which helped identify
defects and evaluate quality from suppliers.
Optimization and search for optimal settings, which allowed for significant capital gains as an investment company.
Created a Bitcoin key generator, which enabled calculating the stress metric of a Bitcoin wallet.
Development of an admin panel and admin bot, which allowed connecting over 200 active subscriptions.
Development of optimization algorithms and forward testing.
Publication of client products on marketplaces.

Business Analyst
AM Lingwista
10/2017 – 12/2019
Rivne
Recruitment company that ceased operations after the start of the COVID-19 pandemic.
Collection and analysis of data to optimize business processes.
Management of recruitment processes and reporting.
Creation of a simple CRM system using Google Sheets, which helped adapt managers to a more complex paid CRM.
Development of an automatic online reward dashboard that allowed managers to understand their daily efficiency and expected
bonuses, nearly doubling the company's productivity through healthy competition.

Medical Process Digitalization Specialist
Dubno City Hospital
01/2020 – 02/2022
Dubno
Technologies: Excel, medical information systems, digital data processing
Automated part of medical documentation by creating Excel tools for data processing and structuring, reducing document
preparation time.
Optimized department workflows by digitizing a portion of paper-based procedures.
Performed configuration and technical support of medical equipment and software.
Trained medical staff in basic computer skills and medical information systems.
Participated in the implementation and maintenance of digital tools for medical record management.

Projects
SuperAgent — Intelligent RAG-based Chat Agent
SuperAgent is an intelligent chatbot that leverages Large Language Models (LLMs) with Retrieval-Augmented Generation (RAG) and Elasticsearch to
provide accurate, context-aware answers. The system routes user queries to specialized agents (FAQ Agent, Clarification Agent, Web Search Agent) to
ensure high-quality responses.

Olympics Results Analysis Program
Using artificial intelligence for automated analysis of programming competition results and identifying patterns in participants' responses.

Indicator-based Algorithmic Trading Strategy
Development of an algorithmic module that performed automated monitoring of market indicators and executed financial operations based on them.

Hospital Website
Development of the official hospital website dubnohospital.com.ua with informative content, contact information, and a user-friendly interface for
patients.

AI-based Photo Analyzer
AI system that analyzes images and performs actions based on them — for example, autonomous poker playing with decision-making based on
screenshot processing.

Education
Master’s in Computer Engineering – NUWM 2021 – 2023

Bachelor’s in Computer Engineering – NUWM 2018 – 2021

Medical Education – Dubno Medical College 2015 – 2018

© 2026 Andrii Mikhnevych 2/3
Languages Interests
Ukrainian- Native Chess — second place at the Gym — maintaining physical
Russian- Fluent regional level, development of fitness and discipline
strategic thinking Numismatics — coin collecting,
English- Proficient
AI projects — development of interest in history and cultures
French- Basic intelligent solutions in free Volunteering — participation in
time, including automated charitable initiatives and
systems community support
Travel — exploring cultures,
adaptability, and expanding
worldview
Outdoor activities — hiking,
enjoying nature, and traveling

© 2026 Andrii Mikhnevych 3/3