Location: 1000 Ljubljana, Slovenia
Email: vlad.v.miller@gmail.com
LinkedIn: https://linkedin.com/in/vladvmiller
Phone: +38669994882
Self-taught IT professional with extensive experience in Python programming and system architecture. Proven track record of building high-performance systems from the ground up, with demonstrated success in both technical delivery and business impact. Skilled in developing scalable solutions processing real-time data with sub-second latency. Experience spans financial markets, blockchain technology, and complex data analysis. Demonstrates strong technical leadership abilities and cross-functional collaboration skills. Fluent in English.
Looking for opportunities to lead small to medium-sized teams in developing cutting-edge software solutions, with a focus on scalable architecture and high-performance systems. Seeking a position that allows for gradual growth into larger leadership responsibilities while leveraging my experience in building complex systems from inception to production.
- Programming Languages: Python (expert), JavaScript, C#
- Python Ecosystem: Flask, NumPy, Pandas, Plotly, Pytest, Unittest, Nose
- Databases: Redis, PostgreSQL
- Cloud Platforms: AWS, Google Cloud
- Version Control: Git, GitHub, Mercurial
- API Development: RESTful API design
- Operating Systems: Linux
- Concepts: Microservice architecture, Multithreading, Multiprocessing, Test-driven development, Information security, Cryptography
- Financial Markets: Quantitative analysis, Risk management, Trading system development, Technical analysis, Blockchain/cryptocurrency
2018 – 2024
Led the design and implementation of a complex market data analysis system from the ground up:
- Architected a scalable microservice-based solution achieving sub-second latency in multi-source data processing
- Implemented multithreaded and multiprocess components consistently outperforming market data update speeds
- Developed data collection and processing pipelines using Python, NumPy, and Pandas
- Engineered high-precision pattern detection algorithms for market inefficiencies
- Maintained extensive code documentation and comprehensive unit test coverage using Pytest
- Managed and coordinated work with external contractors, demonstrating strong stakeholder management skills
2021
Led development for multiple successful NFT projects including Cunning Foxes, 24px, and weape24:
- Provided technical requirements and guidance to graphic artists for NFT image generation
- Supported infrastructure setup and maintenance for NFT platforms
- Generated $1.45M in initial mint sales
- Achieved over 5,100 ETH in total trading volume on OpenSea
Early 2020
Developed a stock trading system leveraging quantitative analysis for market insights:
- Implemented a fine-tuned BERT model for sentiment analysis of market trends and news
- Integrated real-time data feeds and developed trading signals based on sentiment scores and technical indicators
- Optimized the system for low-latency decision making in fast-moving markets, applying advanced statistical techniques
2024 – Present
Developing advanced technical analysis indicators focusing on market regime detection:
- Created real-time indicators processing tick-level volume and price action data
- Implemented multi-timeframe analysis support for comprehensive market view
- Developed algorithms to distinguish between high-risk consolidation and low-risk trending market conditions
- Optimized performance for real-time data processing and analysis
- Collaborated with traders to refine and validate indicator effectiveness, showcasing cross-functional collaboration skills
2009 – 2010
- Extended and maintained the LuxBlend exporter for Blender, enhancing 3D rendering capabilities
- Collaborated with an international team of developers using Git for version control
2003 – 2015
- Led coordination efforts for an information security project focused on PGP/OpenPGP implementation in Russia
- Contributed technical content and guidance to enhance understanding of cryptographic principles
- Maintain a repository of personal projects and experiments: https://github.com/sattva1
- Written Communication: Strong ability to create clear, comprehensive documentation and reports
- Technical Writing: Skilled at explaining complex technical concepts in understandable terms
- Problem-solving: Analytical approach to tackling complex technical challenges
- Adaptability: Quick learner, able to adapt to new technologies and changing project requirements
- Self-motivation: Proven track record of self-directed learning and independent project completion
- Attention to Detail: Meticulous approach to coding and system design, as evidenced by extensive unit test coverage
- Project Coordination: Experience in organizing tasks and collaborating with team members and external contractors
- Thoughtful Communicator: Preference for carefully considered responses in verbal interactions
- Prompt Engineering: Proficient in working with Large Language Models (LLMs) like ChatGPT and Claude to boost professional productivity
- Code Review: Experienced in conducting thorough code reviews and providing constructive feedback
- Mentoring: Skilled in guiding and developing junior developers' technical abilities
- Cross-functional Collaboration: Adept at working effectively with diverse teams including designers, traders, and business stakeholders
- Stakeholder Management: Experienced in managing expectations and communications with project stakeholders
- Flexibility: Adaptable to project needs, including non-standard working hours when required
Professional references from clients and project stakeholders are available upon request.
Self-taught IT Professional | Continuous learning through online resources, documentation, and practical application
High School Diploma