Simantini Ghosh work email
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Simantini Ghosh personal email
I'm a highly motivated Data Science expert dedicated to perpetual learning, constantly striving to a mass knowledge and deliver value in both my personal and professional undertakings. Additionally, I've authored numerous research papers that have been featured in esteemed journals and conferences like IEEE, Springer and also got publised in a book called "Emerging Electronic Devices, Circuits and Systems" for my original contributions.**Technical Proficiencies:**- Programming Languages: Python, SQL- Frameworks and Libraries: Pandas, NumPy, Matplotlib, Seaborn, Scikit Learn, Keras- Database Management: MySQL- Cloud Service & Software Development Kits (SDKs): Azure- Platform-as-a-Service (PaaS) & Storage: Blob Storage, Azure Data Factory- Proficiency in Machine Learning: Regression, Classification, Clustering, and Recommendation Systems- Deep Learning Competence: Artificial Neural Networks (ANN), Convolutional Neural Networks (CNN), Natural Language Processing (NLP), and Computer Vision (CV)- Expertise in Generative Artificial Intelligence: Long Short-Term Memory (LLM), OpenAI, Prompt Engineering, and LangChain- Supplementary Skills: Exploratory Data Analysis (EDA), Feature Engineering, Data Cleansing, Dimensionality Reduction, Web Scraping, and more.**Research Areas of Interest:**- Computer Vision- Explainable AI (XAI)- Machine Learning and Deep LearningI'm always receptive to brainstorming innovative concepts and partaking in enlightening, open-minded discussions. Don't hesitate to reach out to me at sayantani2013ghosh@gmail.com.**Key Skills:**- Data Science- Neural Networks- Computer Vision- Deep Learning- Data Analysis
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Data ScientistProtobiUnited States -
Data ScientistPwc Jun 2024 - Aug 2024I implemented an AI-driven travel recommendation system leveraging the latest generative AI technology, Gemini Pro 1.5, which dramatically improved the accuracy of personalized travel packages. The system also featured multilingual support through the integration of Google Translate and gTTS, enabling users to convert text to speech and download itineraries in their preferred language.In another project, I developed a Marketing Mix Optimizer, applying advanced predictive modeling techniques using AutoML tools like PyCaret. Feature engineering was powered by Baruto, allowing us to generate detailed visualizations of feature importance and VOC curves, which enhanced the ROI analysis by 80%. -
Senior Data AnalystTata Consultancy Services Sep 2022 - Aug 2023Greater Kolkata AreaImplemented and operationalized over 1000 trade promotion models on the Azure platform encompassing full lifecycle, including automated retraining, deployment, metrics monitoring, batch inference, and model promotion. Achieved a substantial enhancement in model training efficiency by employing a combination of parallel and sequential batch training techniques on Azure ML, resulting in a 75% reduction in model training time. -
Data AnalystTata Consultancy Services Aug 2021 - Aug 2022Greater Kolkata AreaIn my first project, I developed a self-checkout app with React.js for the frontend, Node.js with Express.js for the backend, and PostgreSQL for the database, facilitating efficient item scanning, checkout, and receipt printing, thus significantly reducing customer wait times.Also, Integrated a Node API for transaction data management with transaction IDs. Introduced a PIN authentication system for faster colleague login during peak hours.My association with KPMG, adopted various Agile methodologies such as Scrum, utilizing Azure DevOps, and managing tasks through Kanban Boards.Developed dashboards using Power BI and worked extensively with Web APIs.Conducted training sessions and shared knowledge within the team. Effectively employed defect tracking tools, with a specific focus on Azure DevOps.
Simantini Ghosh Education Details
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Data Science -
Mathematics And Biological Science
Frequently Asked Questions about Simantini Ghosh
What company does Simantini Ghosh work for?
Simantini Ghosh works for Protobi
What is Simantini Ghosh's role at the current company?
Simantini Ghosh's current role is Data Scientist.
What is Simantini Ghosh's email address?
Simantini Ghosh's email address is si****@****obi.com
What schools did Simantini Ghosh attend?
Simantini Ghosh attended University At Buffalo, Maulana Abul Kalam Azad University Of Technology, West Bengal Formerly Wbut, Rcc Institute Of Information Technology, Kendriya Vidyalaya.
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Simantini Ghosh
Sonipat2gmail.com, ashoka.edu.in -
2gmail.com, tcs.com
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