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Click here or scroll down to respond to this candidateCandidate's Name
EMAIL AVAILABLEStreet Address .15.1994LinkedInIndianPHONE NUMBER AVAILABLEFort LauderdaleGitHubVisa: L2Work ExperienceData ScientistKPMG Global ServicesPHONE NUMBER AVAILABLEBangalore, IndiaData AnalystKPMG Global ServicesPHONE NUMBER AVAILABLEBangalore, IndiaService Desk AnalystEF Education FirstPHONE NUMBER AVAILABLEBangalore, IndiaEngagementsMultimodal RAG System, KPMG US LLPRAG system capable of multimodal i.e., text to image and/or image to text generation.Text and images were retrieved by Azures Document Intelligence along with its metadata i.e., page number, chunk ID.Captions for images were generated by utilising Azures Analyze Image API.Utilised OpenAIs CLIP model for text-image pair training.Utilised ChatGPT 4 Vision for image and ChatGPT 4 for text generation.Based on PyTorchs cosine similarity we extracted nearest neighbors for user query. Embedding were stored in Pandas DataFrames during POC.Language: PythonDev Environment: Jupyter Notebook, VSCodeResearch Digest, KPMG US LLPDeveloped prototype using Open source Llama models for building the RAG system and hosted on private cloud environment.Tool for researchers and healthcare professionals to query and retrieve summarised journals from PubMed/National Library of Medicine database.Query PubMed database based on persona, timeline and keywords. Input title-abstract to GPT3.5 Turbo to classify high priority articles with justification and then summarize them using ChatGPT 4 Turbo.Enabled intelligent QnA on articles using GenAI's embedding and FAISS vector database.Language: PythonFront-end: Streamlit1 / 2Object Detection, KPMG US LLPDetect trash in ATMs such as paper, water bottlesCrowd counting (footfall) in shopping complex or mallsAlgorithm: YOLOv3 and YOLOv4Language: PythonDigitalised Vendor Risk Assessment Chatbot, Comcast LLPDeveloped virtual agents on ServiceNow to automatically onboard vendors, collect vendor information and analyze risks associated with vendorThe digital worker replaced the manual process by inculcating a rule based mechanism which eradicated human errors and biasesThe digital worker is used by hundreds of employees and vendors across the globeLanguage: ServiceNow ScriptingKacey Conversational AI, KPMG US LLPDeveloped intelligent Conversational AI Assistants using Natural Language Processing (NLP)Utilised pretrained Predictive Intelligence model and Similarity IndexingFramework: Azure Bot Framework (LUIS), RASALanguage: PythonEducationMaster of Science in Artificial Intelligence and ML, Liverpool John Moores University2020 2021Post Graduate Diploma in Artificial Intelligence and ML, International Institute of Information Technology - Bangalore2019 2020Bachelor of Engineering in Information Science and Engineering, SJC Institute of Technology2013 2018CertificatesPython for Data ScienceLinkedIn LearningSQL Essential TrainingLinkedIn LearningGoogle DialogflowGoogle CloudAlteryx Machine LearningAlteryx2 / 2 |
