You will get a PoC based on Deep Learning / Machine Learning and your business purposes
Project details
Unlock the potential of Deep Learning and Machine Learning to transform your business processes with a tailored Proof of Concept (PoC). I specialize in creating innovative and practical solutions designed to address your unique business challenges. Whether you’re looking to optimize workflows, enhance customer experiences, or drive data-driven decision-making, I will deliver a customized PoC aligned with your objectives.
With extensive expertise in Machine Learning, Deep Learning, and AI, I will guide you from idea to implementation. This project includes developing and delivering a functional PoC model, leveraging advanced algorithms and tools to meet your business goals. Together, we’ll explore possibilities such as predictive analytics, image recognition, natural language processing, or other cutting-edge applications suited to your needs.
My approach ensures a seamless collaboration, focusing on clear communication, high-quality results, and actionable insights. Whether you’re a startup testing ideas or an established business exploring new innovations, this PoC is your first step toward smarter solutions.
With extensive expertise in Machine Learning, Deep Learning, and AI, I will guide you from idea to implementation. This project includes developing and delivering a functional PoC model, leveraging advanced algorithms and tools to meet your business goals. Together, we’ll explore possibilities such as predictive analytics, image recognition, natural language processing, or other cutting-edge applications suited to your needs.
My approach ensures a seamless collaboration, focusing on clear communication, high-quality results, and actionable insights. Whether you’re a startup testing ideas or an established business exploring new innovations, this PoC is your first step toward smarter solutions.
Machine Learning Tools
BERT, ChatGPT, NLTK, NumPy, OpenCV, pandas, Python, Python Scikit-Learn, PyTorch, scikit-learn, SciPy, TensorFlow, Word2vec, XGBoostWhat's included $20,000
These options are included with the project scope.
$20,000
- Delivery Time 10 days
- Number of Revisions 2
- Number of Model Variations 1
- Number of Scenarios 1
- Number of Graphs/Charts 1
- Model Validation/Testing
- Source Code
About Heorhii
Deep Learning | Machine Learning | AI Developer | MLOps
Filderstadt, Germany - 11:14 pm local time
With 5+ years of experience as a Machine Learning / Deep Learning Developer, I specialize in:
• Building AI-driven solutions to optimize workflows.
• Solving complex challenges in Computer Vision, NLP, and Generative AI.
🎯 Key Expertise:
1. Computer Vision: Advanced image segmentation, key-point detection, object tracking, and deblurring techniques. Successfully applied in domains like photo editing, health and fitness technology, healthcare, and retail analytics.
2. Natural Language Processing (NLP): Developing classification models and Named Entity Recognition (NER) systems for MedTech and business applications. Additionally, creating AI-driven ChatBots for support teams, with applications in MedTech and business process optimization.
3. Generative AI: Enhancing models like Stable Diffusion for faster and higher-quality outputs, GAN-based logo generation, and style-based modifications. Specialized in creative tools and automation systems.
4. Voice Processing: Speaker diarization, emotion recognition, and voice fingerprinting for conversational AI systems. Applied in customer support, automotive applications, and analytics tools.
5. Classical Machine Learning:
• Predictive Modeling: Built models for medical readmission prediction with 93% accuracy, applied in insurance and healthcare.
• Feature Engineering: Skilled in creating feature-rich datasets for optimized model training.
• Tabular Data Analysis: Expertise in regression, classification, and clustering for business analytics in finance and operations management.
6. MLOps and Deployment:
• Creating scalable AI pipelines with Docker and Flask for seamless integration.
• Model optimization, quantization and deployment for cross-platform usage (CoreML, TensorRT, OpenVINO).
• Implementing CI/CD pipelines for model updates and monitoring performance.
• Specialized in deploying AI solutions in urban infrastructure and local business automation.
7. Data Engineering: Designing robust ETL pipelines and integrating machine learning models into production systems with tools like PostgreSQL, MSSQL, and Snowflake.
💻 Technical Stack:
1. Languages & Frameworks: Python, PyTorch, TensorFlow, NumPy, Pandas, OpenCV, Flask.
2. Development Tools: Docker 🐳, Git 🌟, Jupyter 📒.
3. Data & Cloud: PostgreSQL 🗄️, MSSQL 📊, Snowflake ❄️.
4. Model Deployment: CoreML 🍎, TensorRT 🚀, OpenVINO 🧠.
💡 Proven Results:
1. Achieved high-accuracy segmentation models for a photo editing tool.
2. Developed custom AI Assistants for efficient client query handling.
3. Boosted restaurant analytics through CV-based activity tracking.
Let’s collaborate to bring cutting-edge AI to your business.
Steps for completing your project
After purchasing the project, send requirements so Heorhii can start the project.
Delivery time starts when Heorhii receives requirements from you.
Heorhii works on your project following the steps below.
Revisions may occur after the delivery date.
Initial Consultation and Feasibility Analysis
I will review your requirements and data, and then schedule a consultation to clarify details, discuss goals, and confirm the feasibility of the project. Together, we’ll define the PoC’s scope and deliverables.
Data Preparation and Analysis
I will analyze the provided data or guide you on sourcing data if needed. This step includes cleaning, preprocessing, and preparing the dataset for model development.