Kunjan Vyas
Consultant in Karlsruhe, Germany
👧🏻 Do you want to explore the potential and feasibility of data science, machine learning, AI for your product or business? I can help you identify the problems we can solve with AI and ML.
💁🏻 I have 27+ end-to-end ML projects delivered with excellent reviews, working with global teams . I have experience of taking a project from ideation, where journey begins with evaluating data and conceptualizing the approach, till deploying the prediction ML models.
🤝🏻 In last 4+ years, I have engineered and deployed cutting-edge tech in NLP, Computer vision and Data Science.
In addition, I have solid base in data engineering and MLOps.
I specialize in creating automated ML workflows with active learning i.e., continuous model life cycle monitoring and improvement in model performance metrics with new data streaming.
🎯Recent Clientele:
http://www.my-videodesign.com/
Publications:
🧠 "Machine Learning Methods for Managing Parkinson’s Disease" published by Springer
🍅 "Using Deep learning for image based plant disease detection" published by De Gruyter
🌻 "Internet of things platform for smart farming" published by De Gruyter
Hands-on:
- Data pipeline engineering and analysis
- ML models
- Continuous model performance tracking and monitoring
- Specialize in time series problems
- Natural Language Processing (NLP)
- Computer vision( 2D/3D classification, detection, segmentation, pose estimation)
- Classification / Regression
- Recommender Systems,
- K-Means and Principal Component Analysis (PCA),
NLP Services:
- Data scrapping,
- Parsing, Annotation,
- POS tagging,
- Named entity extraction,
- Text classification,
- Machine translation,
- Text summarization, Question and answers,
- Text generation,
- Sentiment analysis,
- Topic segmentation,
- Conversational chatbots
Computer vision services:
- Image Classification,
- Object Detection,
- Object counting,
- Image Segmentation,
- Human pose estimation
Special interest in:
Healthcare, Fintech, Climate, Green Energy, Education
You can also find me on-