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PriyaSarkarIITB/README.md

PRIYA SARKAR

Generative AI | Data Science | AI | Predictive & Descriptive Analytics | NLP | Speech Analytics

About Me 👩‍💻

- 🔭 I have worked as a Data Scientist for 9 years
- 📚 I have professional experience in companies such as JP Morgan & Chase, PwC, Deloitte and Artefact
- ⚡ I have worked in sectors such as Fintech, Real Estate, Tourism, Automobiles, ECommerce

Few of my projects are :-
1️⃣ Expense Insight Generator - Built a chatbot which allows a user to chat directly with expense sheets to track details about any project. The chatbot generated textual output, graphical outputs and reports directly from textual prompts.
Technology stack used - Python, Open AI - GPT 4o, LangChains, PineCone, Azure

2️⃣ Lead Scoring - Scoring leads which visits a companies portal and give each of them a probability score about their conversion. The model used various data points such as website analytics of the user, current market conditions, user activity with brokers and a LighGBM model was used to score each user.
Technology stack used - Python, Pandas, LighGBM, SQL, Azure, Kubernetes

3️⃣ WARN Notices Crawler - Created a webcrawler which scraped data from US state labour websites and stored them in a structured format for further analysis.
Technology stack used - Beatifulsoup, Selenium, Python

🛠 Language and tools

python logo anaconda logo azure logo mysql logo openal logo tensorflow logo numpy logo jupyter logo pandas logo amazonwebservices logo

🔥 My Stats :

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  1. Language_Processing Language_Processing Public

    Python 97 113

  2. Smart-Web-Crawler-using-ML-techniques Smart-Web-Crawler-using-ML-techniques Public

    A web crawler which takes an organization name as input and returns 10 most important words after reading its full description online

    Python 5

  3. RealTimeEmotionalAnalysis RealTimeEmotionalAnalysis Public

    Create a simple program using CNN and Keras which helps you determine your emotional level in real time.

    Python 5 2

  4. Recommendation_System Recommendation_System Public

    Creating aRecommendation System based on the ALS algorithm

    Python 2

  5. Covid19-Data-Visualization Covid19-Data-Visualization Public

    Data Visualization for Covid19 Data

    Jupyter Notebook 1

  6. Speech-Analytics-SpeechToText Speech-Analytics-SpeechToText Public

    This repository tells you about the basics of Speech Processing, Feature Extraction, Pre Processing of a sound wave and how to create Sound Models on it with example of a SpeechToText model.

    Jupyter Notebook 2 3