Welcome to my LinkedIn profile! I am working as a Gen AI/ML Engineer at Johnson & Johnson specializing in developing and fine-tuning large language models (LLMs) and implementing Retrieval-Augmented Generation (RAG) systems to deliver advanced AI-driven solutions. With expertise in machine learning frameworks like TensorFlow and Scikit-Learn, I build and deploy robust models, including transformer-based architectures like BERT, for predictive analytics and natural language processing. Certified in Generative AI, I am passionate about leveraging cutting-edge technologies to solve complex problems and drive innovation in AI. Let’s connect to collaborate on transformative machine learning and AI projects!
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Ai And Ml EngineerJohnson & JohnsonUnited States -
Gen Ai/Ml EngineerJohnson & Johnson Nov 2024 - PresentRaritan, New Jersey, United States• Developing the IGA(Identity Governance Administration) platform to streamline identity access management with GenAI, using Azure OpenAI’s GPT-3.5-turbo-16k and GPT-4 for document-based question-answering and natural language SQL generation.• Implementing a parent document retrieval RAG algorithm with Qdrant as a vector database, achieving 30% improved response accuracy.• Streamlined CI/CD pipelines with GitHub Actions and Jenkins to deploy Docker containers of the application on AWS EC2, reducing deployment cycles by 30%.• Optimizing retrieval efficiency, reducing latency by 35% through advanced embedding and vector storage techniques.
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Gen Ai/Ml Engineer InternJohnson & Johnson Aug 2024 - Nov 2024Raritan, New Jersey, United States
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Data Science InternMindinventory Aug 2021 - Mar 2022Ahmedabad, Gujarat, India• Led development of a machine learning code stack using OOP principles to automate text processing pipelines and train custom ML models for over 3 enterprise clients• Orchestrated end-to-end ML projects with models like Logistic Regression, CNN, LSTMs, and word2vec, achieving over 60% recall at 80% precision on diverse datasets• Introduced transformer models like BERT for text categorization and summarization, increasing recall by 10%• Collaborated on NLP tasks such as question answering, text summarization, and entity recognition for enterprise clients, working with over 1M rows -
Data Analyst InternLightbox Creation Jul 2020 - Apr 2021Ahmedabad, Gujarat, India• Executed client data analysis with SQL in Amazon Athena and Redshift, optimizing data retrieval and aggregation• Designed ETL pipelines for seamless data integration, Programmed data pipelines with pandas increasing processing efficiency by 40%• Crafted complex SQL queries for detailed reporting and automated data pipelines, reducing errors by 50%• Constructed interactive dashboards in Tableau and PowerBI for data-driven decision-making
Dhruvi Patel Education Details
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Computer Software Engineering -
Computer Engineering
Frequently Asked Questions about Dhruvi Patel
What company does Dhruvi Patel work for?
Dhruvi Patel works for Johnson & Johnson
What is Dhruvi Patel's role at the current company?
Dhruvi Patel's current role is AI and ML Engineer.
What schools did Dhruvi Patel attend?
Dhruvi Patel attended Stevens Institute Of Technology, Ldrp Institute Of Technology & Research, Gujarat Technological University.
Who are Dhruvi Patel's colleagues?
Dhruvi Patel's colleagues are Maria Suhanova, Tabitha Gardner, Victor Ferkovich, Dario Palermo, Dave Ellison, Niel Meeus, Mohamed Eladl.
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Dhruvi Patel
Summer Orientation Leader @ Rutgers University–New Brunswick | Cell Biology And NeurosciencePiscataway, Nj -
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Dhruvi Patel
Graduate Student @ Arizona State University | Ms In Information Technology | B.Tech In Information TechnologyUnited States -
Dhruvi Patel
Candidate For Master Of Science In Biotechnology | Research & Development | Analytical Skills | Pcr | Chromatography | Dna Sequencing | Drug Screening | Quality Assurance | Assay Development | Experimental Design |Boston, Ma
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