Riya Prajapati

About Riya Prajapati

As a professional with over a year of combined experience as a Machine Learning Engineer and Data Analyst, I specialize in the following areas: ML Frameworks: TensorFlow, PyTorch, Langchain, spaCy, Matplotlib, Seaborn, Scikit-learn, and OpenCV. Image Processing: Experienced in various image processing techniques such as image restoration, deburring (motion and defocus), upscaling, GAN-based methods (SRGAN, ESRGAN), and leveraging autoencoders [SCRNN] and UNet architecture. Model Optimization: Skilled in optimizing models through techniques like pruning, quantization, TVM compilation, LoRA fine-tuning, and model conversion to formats such as TensorFlowLite, PyTorchScript, and ONNX. Chatbot Development: Capable of deploying chatbots using platforms like RASA, OpenAI, LAMA, LLM, and Dialogflow for various applications. Natural Language Processing (NLP): Proficient in various NLP tasks including text classification, named entity recognition (NER), and language modeling using state-of-the-art techniques and frameworks. Diverse Model Applications: Proficient in applying models across a wide range of tasks including object detection, time series classification, time series prediction, sentiment analysis, recommendation systems, and image classification. Database Management: Competent in managing databases using systems such as MySQL, PostgreSQL, Firebase, and Azure SQL Database. Dashboard Development: Skilled in building interactive dashboards using Power BI and Tableau for effective data visualization and analysis. Data Scraping Proficiency: Proficient in scraping data from various sources utilizing technologies such as BeautifulSoup, Scrapy, Selenium, and HTTP Requests. I\'m always open to new collaboration opportunities and excited to bring my expertise to exciting projects in the field. If you have any ideas or projects you\'d like to discuss, feel free to reach out. Let\'s explore potential collaborations and work together towards achieving our goals. Thank you!

Experience

1. Machine Learning Engineer

   Appstane Technologies

   Oct 2023 — Present · Surat, IN

Education

• S.P.B. PATEL ENGG. COLLEGE(SAFFRONY), LINCH, MAHESHANA 039

  Bachelor of Engineering - BE, Computer Engineering

  2019 — 2023

• TU Dortmund University

  Master's degree, Data Science