Keval Dekivadiya

WORK HISTORY

EDUCATION

ABOUT KEVAL DEKIVADIYA

Data Scientist | Machine Learning Engineer Bachelor\'s in Information and Technology | Over 3.5 years of hands-on experience About Me:Passionate about leveraging data to drive actionable insights and enhance user experiences. With over 3.5 years of practical experience in Machine Learning and Deep Learning, I specialise in building robust models and deploying scalable solutions. Experience- Over 3 years of hands-on experience in Machine Learning and Deep Learning- Proficient in both supervised and unsupervised algorithms, excelling in tasks such as classification, regression, clustering, recommendation, and object detection- Strong foundation in statistics, ensuring data integrity through processing, cleaning, feature engineering, and creation, followed by meticulous model preparation and validation- Fluent in Natural Language Processing and Computer Vision, leveraging this knowledge to create REST APIs using FastAPI- Expertise in Named Entity Recognition (NER) and Multilingual NER models, utilising tools like Spacy and Flair NLP for accurate linguistic analysis across various document types- Crafted dynamic chatbots using the Microsoft Bot Framework, adding an interactive dimension to user experiences- Expertise in QA systems, crafting generative QA solutions using Haystack NLP- Proficiency in LLM models like Llama3 and Flacon, specialising in fine-tuning and scalable inference, particularly with domain-specific data- Skilled in Retrieval-Augmented Generation (RAG) techniques and various RAG architectures, enhancing model performance by integrating external knowledge sources.