Ved Mistry

Experience

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  Fusion Informatics Limited

  Jun 2021 - Aug 2021

  Data Science Intern

  • Fostered a 7% increase in product sales by designing and deploying interactive Tableau dashboards to deliver clear, data-driven visualizations and actionable insights for stakeholders.• Implemented Sentiment Analysis System for product reviews on client websites utilizing BERT and RoBERTa models via Hugging Face library, generating insights into customer feedback to refine product strategy.• Developed a Hybrid Recommendation System for e-commerce platform using TensorFlow.js, incorporating advanced feature engineering to drive user engagement. Show less

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  DJ InIT.AI

  Jul 2021 - Jun 2023

  • Led a team of 30 individuals for venturing into subdomains of AIML through individual projects.• Supervised 25 lectures for juniors on Data Analysis, Neural Networks and Machine Learning algorithms.• Organized multiple workshops to provide a platform for junior mentors and students to apply AI/ML knowledge to real-world challenges.• Organized the club's first-ever 'Datathon', Data2Knowledge, a hackathon for data science aspirants which attracted a footfall of more than 700 students and multiple sponsorers.• Held lecture series on Transfer Learning for Deep Learning covering AlexNet, ResNet and VGG model. Show less

  • President

    Jul 2022 - Jun 2023

  • Junior Mentor

    Jul 2021 - Jun 2022
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  Crosscope

  Oct 2021 - Jan 2022

  Data Science Intern

  • Contributed to development of Orion.AI: a tool for segmentation and detection of malignant cells from Whole Slide Images of patients’ tissues to enhance assessment of histological features and implemented model using PyTorch.• Increased processing speed by ~5% by rectifying and enhancing existing pipelines on Google Cloud Platform and AWS through the integration of new elements and optimization of parameters.• Collaborated with cross-functional teams to diagnose and resolve complex API issues using Postman, augmenting system reliability and ensuring seamless integration across multiple services.• Use of technologies like PyTorch and SQL for development of pipeline on AWS & GCP. Show less

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  Dwarkadas J. Sanghvi College of Engineering

  Jun 2022 - Jul 2022

  Teaching Assistant

  Course: Machine Learning - II, DJ19DSC501• Designed machine learning laboratory experiments for Junior students in the Department of Data Science at DJ Sanghvi College of Engineering. This initiative included creating practical, hands-on experiments under the guidance of the Department Head.• Compiled a comprehensive teacher's manual for these laboratory experiments, providing detailed solutions and supplementary materials. The manual encompassed essential background knowledge and principles, facilitating a deeper understanding of advanced machine learning concepts for both students and instructors. Show less

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  Aunalytics

  Jul 2023 - now

  Data Engineer