COMMUNITYAskapro

Automated Audio/Video System Operations

  • Automated 90% of Audio/Video system operations, reducing need for on-site support.
  • Set up low-latency networks and developed control systems.
  • Ensured 100% uptime for media art installations.
  • Worked independently and closely with a remote team.
  • Fostered a friendly and inclusive environment.
Mikhail worked on this case as the Python Developer at Freelance.
Python Developer
Network Setup
Automation
A/V Installation
Control Systems
Data Engineering
Low-Latency Networking
Media Art
Belgium
AV Control Systems
Python
Blender Python API
TouchDesigner
B2B
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Mikhail

AI Developer at Hire Virtuals

Mikhail's cases
Automation
Procedural Geometry
Computer Vision
CGI
Russia
CGI Automation Tools
Python
Automated CGI Scene Creation
  • Reduced CGI scene creation time by 75% through custom automation add-ons.
  • Built reusable procedural geometry and computer vision tools.
  • Completed projects an average of 20% ahead of schedule.
  • Demonstrated strong collaboration skills with a cross-functional team.
  • Worked effectively with up to 5 professionals.
Natural Language Processing
Large Language Models (LLM)
Automation
AI Infrastructure Optimization
Marketing
Marketing Technology
The USA
LLM-Powered Lead Generation Assistant
  • Built an LLM lead generation assistant for marketing professionals.
  • Performed workflow audits and optimized costs by designing a more efficient architecture.
  • Automated end-to-end AI pipelines.
  • Adapted and prompted LLMs for efficient data processing and content generation.
  • Researched methodologies for optimizing AI infrastructure.
  • Collaborated closely with Business Development professionals to achieve team goals.
Machine learning
CI/CD
Forecasting Models
Cloud Pipelines
Sentiment Analysis
Energy
Global
Real-time Sentiment Analysis System
  • Developed a system for real-time sentiment analysis automating news data processing.
  • Integrated the system with Google Gemini API achieving 100% of project milestones.
  • Created an AWS cloud pipeline to predict energy consumption from historical data.
  • Delivered fully automated AI pipelines managing to stay within a budget of $500/month.
  • Optimized resource allocation to enhance cost-effectiveness.
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Similar cases

Network Setup
Automation
A/V Installation
Control Systems
Data Engineering
Low-Latency Networking
Media Art
Automated Audio/Video System Operations
  • Automated 90% of Audio/Video system operations, reducing need for on-site support.
  • Set up low-latency networks and developed control systems.
  • Ensured 100% uptime for media art installations.
  • Worked independently and closely with a remote team.
  • Fostered a friendly and inclusive environment.
Automation
Procedural Geometry
Computer Vision
CGI
Russia
CGI Automation Tools
Python
Automated CGI Scene Creation
  • Reduced CGI scene creation time by 75% through custom automation add-ons.
  • Built reusable procedural geometry and computer vision tools.
  • Completed projects an average of 20% ahead of schedule.
  • Demonstrated strong collaboration skills with a cross-functional team.
  • Worked effectively with up to 5 professionals.
Customer development
Data analysis
Research and Discovery
AI
Worldwide
MVP
Neural Networks for Computer Vision and NLP
Applying ML to facial pore recognition for a beauty application.

As a computer vision expert, I was consulted to address the challenge of facial pore recognition for a beauty application. The problem involved accurately identifying and measuring individual pores on various skin types and tones. To tackle this, I designed an algorithm that could adaptively capture high-resolution images and extract relevant features. Leveraging machine learning, I trained a model on a comprehensive dataset that I helped gather, comprising different face images under various lighting conditions. The resulting algorithm could recognize and measure individual pores with high precision, providing personalized skincare recommendations to users, and thereby enhancing the app's user experience.

Project management
Data analysis
Research and Discovery
Worldwide
Medium-sized business
Consulting
AI&ML Earth Observation
Advised and developed solutions for multiple startup ventures through the challenges of the audio technology sector.

With a 9-year tenure as a freelance Audio Technology Consultant, I crafted a wide array of technical solutions. These encompassed the development and implementation of new real-time audio effects for Arm Cortex M4 hardware, the creation of VST plugins with the JUCE framework, the design and integration of a real-time processing system using Beagle Bone Black and the Bela realtime platform, as well as contributions in musical sound synthesis and Machine Learning consultancy for an interactive musical project.

Product strategy
Stakeholder management
Team management
Project management
Research and Discovery
Agile
Product management
Developed projects for top-tier companies.

Managing cross-functional teams and facilitating collaboration across diverse program positions. I act as a bridge between technical AI teams and various business units ensuring seamless integration and deployment of AI solutions. I manage third-party applications to make sure AI tools work smoothly, using tools like EazyBI to make key metrics, Google Sheets Excel and specific charts for Agile teams.

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