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.

Mikhail worked on this case as the AI/ML Software Engineer at Freelance.

Global

Web App

Git

Internal product

AI/ML Software Engineer

Machine learning

CI/CD

Forecasting Models

Cloud Pipelines

Sentiment Analysis

Energy

Georgia

Startup

Sentiment & Forecasting System

Cloud Platform

Google Gemini API

AWS

B2B

Mikhail

AI Developer at Hire Virtuals

Mikhail's cases

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.

Python DeveloperFreelance

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.

Python DeveloperFreelance

Natural Language Processing

Marketing

The USA

Growth

Lead Generation Assistant

AI Platform

LLMOps

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.

AI EngineerHire Virtuals

Similar cases

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.

AI/ML Software EngineerFreelance

Freelance Testing for Fintech and Healthcare Apps

Tested mobile and web fintech applications for multinational clients, ensuring high-quality releases.
Specialized in healthcare applications, leveraging medical knowledge for effective testing.
Used Charles Proxy to uncover performance issues and unauthorized API calls.
Maintained Silver tester rating across multiple global projects, demonstrating consistent quality.

Freelance QA TesteruTest

Rendering Job Management Suite

Python

B2B

Improved Forecasting with Predictive Models

Collected and preprocessed data to build a time prediction model that improved the accuracy of rendering job estimates.
Designed and implemented a visual predictive model using synthetic data for internal research.
Built a sentiment analysis tool to assess user feedback and created a recommendation system based on user behaviour patterns.

Backend Python Developer/ML-EngineerTurboRender

Global

Web App

Natural Language Processing

Media

Startup

Video Generation Platform

Python

NLP Pipeline for Video Generation

Developed NLP pipeline for generating videos from URLs.
Implemented a conversation quality metric using Python and FastAPI.
Deployed solutions via Docker on private Amazon servers.
Developed an internal user interface dashboard in JavaScript.
Fine-tuned GPT-neo for conditional text generation.

Senior Machine Learning EngineerOxolo

Global

Framework Modernization

Modernized Katalon Studio Framework

Inherited and modernized a flaky test suite, improving reliability in CI environments.
Implemented retry logic and better selector strategies to enhance test stability.
Developed custom commands to streamline testing processes and reduce maintenance overhead.

QA EngineerAltermeliora