Dibyendu Roy Chowdhury work email
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Dibyendu Roy Chowdhury personal email
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As a self-driven Data Scientist, I bring a diverse and enriching background across healthcare, biomedical research, health-tech, and social sciences. My work has been shaped by the guidance of incredible mentors, which I now pay forward by mentoring aspiring data scientists, helping them unlock their potential.I thrive at the intersection of machine learning and AI, actively contributing to the community through speaking engagements at events like AI Summit in San Francisco and ML Week in Phoenix. I’ve also served as a peer reviewer for prestigious conferences and journals such as JAMIA, NeurIPS, ML4H, ICLR, and ACM KDD.Key Expertise: ▪️Machine Learning: Statistical Modeling, Regression Analysis, Bayesian Statistics, Time Series Analysis ▪️Deep Learning: CNN, RNN, LSTM, BERT, GPT, T5, Llama, Mistral Programming: Python, R, TypeScript ▪️Frameworks: PyTorch, TensorFlow, LangChain, LlamaIndex, HuggingFace, Scikit-learn, Pandas, NumPy ▪️Data Management: SQL, Docker, Kubernetes, AWS Lambda/SageMakerMy passion lies in humanizing data—turning raw data into compelling narratives that drive actionable insights and transformative outcomes. I specialize in leveraging big data to uncover meaningful patterns that impact both organizations and individuals.Whether working independently or collaborating with cross-functional teams, I’m always focused on delivering data-driven solutions that lead to impactful, measurable results. From healthcare innovation to AI-driven product development, my goal is to harness the power of data to improve lives.#DataScientist #MachineLearning #DeepLearning #AI #NLP #LLM #LargeLanguageModel #ArtificialIntelligence #Statistics #Python #SQL #StatisticalModeling #RegressionAnalysis #BayesianStatistics #PatternRecognition #TimeSeries #Forecasting #ExperimentalDesign #HypothesisTesting #CausalInference #MLOps #GenerativeAI #PromptEngineering #RWE #EHR
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Data ScientistMetaMenlo Park, Ca, Us
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Data Scientist - Healthcare AiCare Daily Oct 2023 - PresentPalo Alto, California, UsCare Daily offers a patented Artificial Intelligence (AI) platform that revolutionizes in-home healthcare, enabling service providers to deliver personalized and efficient care for seniors through AI caregivers.Toolkit: PyTorch, Hugging Face, GBoost, Isolation Forest, Llama 3, Mistral -
Data Scientist - Biomedical ResearchNference Oct 2020 - Oct 2022Cambridge, Massachusetts, UsNference AI technology enables knowledge synthesis from biomedical literature as well as from large-scale molecular and real-world EHR datasets.• Revamped complex datasets through coordinated data transformation, manipulation, and visualization, leading to improved data analysis efficiency.• Designed and prototyped analytical tools/algorithms for study-specific analysis using large-scale molecular and real-world EHR datasets, accelerating research insights in the medical domain.• Incorporated advanced machine learning approaches to identify trends and drivers, empowering evidence-based decision-making.• Leveraged state-of-the-art bioinformatics tools to analyze and preprocess high-dimensional data, advancing scientific understanding and fostering breakthrough discoveries.• Collaborated with prestigious pharmaceutical organizations to facilitate the validation of their clinical studies, providing crucial insights for research.• Partnered with leading health systems' scientists and clinicians to identify and prioritize critical COVID-19 patients, thereby enhancing the quality of patient care.Toolkit: PyTorch, Hugging Face, BERT, RDKit, DESeq2, XGBoost, GPT, T5 -
Data Science ConsultantUnanimous Ai Aug 2020 - Oct 2020San Francisco, Ca, UsUnanimous AI amplifies human intelligence, enabling groups to make AI-optimized forecasts, decisions and diagnoses.• Developed cutting-edge Machine Learning (ML) models utilizing real-time human intelligence integrated with Swarm AI algorithms to predict winning teams in the English Premier League.• Achieved a significant 1.5% performance enhancement over Vegas odds, showcasing the proficiency in fine-tuning and optimizing predictive models.• Conducted experiments and benchmarking to improve the predictive performance of various machine learning models.Toolkit: Swarm AI, Python, Tensorflow, Keras, XGBoost, RGFClassifier, PCA, SMOTE -
Research Assistant - Biomedical ResearchUniversity Of Virginia Jul 2020 - Oct 2020Charlottesville, Va, Us• Processed, analyzed and applied various ML techniques on MRI audio data for multiple research projects in order to understand human health and diseases.• Conducted research in state-of-the-art Deep Learning models such as Deep Audio Prior for blind sound source separation and audio textual synthesis on MRI audio data. -
Capstone Project Data Science InternLmi Sep 2019 - Apr 2020Tysons, Va, UsLMI is a consultancy dedicated to improving the business of government, drawing from deep expertise in advanced analytics, digital services, logistics, and management advisory services.• Automated document classification models through extraction and feature engineering, significantly increasing document processing efficiency.• Implemented an ensemble of BERT and TF-IDF on MSMarco dataset , achieving an MAP (Mean Precision Accuracy) of 85.5%, leading to enhanced information retrieval capabilities.Toolkit: Python, Tensorflow, Keras, SpaCy, AWS SageMaker, LDA, LSTM, BERT
Dibyendu Roy Chowdhury Skills
Dibyendu Roy Chowdhury Education Details
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University Of VirginiaData Science
Frequently Asked Questions about Dibyendu Roy Chowdhury
What company does Dibyendu Roy Chowdhury work for?
Dibyendu Roy Chowdhury works for Meta
What is Dibyendu Roy Chowdhury's role at the current company?
Dibyendu Roy Chowdhury's current role is Data Scientist.
What is Dibyendu Roy Chowdhury's email address?
Dibyendu Roy Chowdhury's email address is dc****@****rch.com
What schools did Dibyendu Roy Chowdhury attend?
Dibyendu Roy Chowdhury attended University Of Virginia.
What are some of Dibyendu Roy Chowdhury's interests?
Dibyendu Roy Chowdhury has interest in Social Services, Education, Arts And Culture, Environment.
What skills is Dibyendu Roy Chowdhury known for?
Dibyendu Roy Chowdhury has skills like Copy Editing, Journalism, Storytelling, Blogging, Editorial, Editing, Creative Writing, Web Content, Magazines, Social Media, Publishing, Content Development.
Who are Dibyendu Roy Chowdhury's colleagues?
Dibyendu Roy Chowdhury's colleagues are Kelly Gibson, N Ø S H I ., Pauline Salas, Johura Khatun, Walker Clayton, Ryan Gleason, María Cortez.
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