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Work Experience
Data Science Instructor
Bizpathshala•  October 2023 - Present
As an instructor of Data Science, my responsibilities include curriculum development, teaching, evaluation, mentoring, and research. Lecture Video production and editing. I also collaborate with faculty members and industry professionals, communicate with non-teaching teams and stakeholders. Role & Responsibility: Teaching Statistics and probability, Mathematics, Data wrangling and DBMS, Machine Learning, Deep learning, Artificial Intelligence, NLP, Computer Vision, public speaking. Video production and editing: Filmora editing tool, Nvidia broadcast tool, OBS Programming: Python, SQL
Data Science Researcher
Fergusson College, Pune •  April 2023 - Present
Agriculture and Sustainable Agro-Economy The research will address agricultural and agri-economy issues using state-of-the-art ML, AI models and econometric techniques. Roles & Responsibility: A survey was initiated to define the problem statement Data collection and defining parameter significance for hypothesis testing Develop app using LLM (GPT 3.5) and LangChain for augmented data annotation task Defining test that provides evidence concerning plausibility of the hypothesis EDA, feature engineering using Python libraries like NumPy, Pandas, Seaborn, Matplotlib Apply Statistical methods, Applied Monte Carlo simulation procedure for farm store, Store has experienced a revenue growth of 26%. Defining data privacy policies and preparing research reports
AI Intern
Venturit•  September 2022 - February 2023
• Test XGBoost model to classify cardiovascular disease • Deploy Ai model on local device (offline) and on cloud (online) • Tested the model against real-life clinical datasets and prepared appropriate documentation for FDA approval • Using Python apple support developed iOS Application (Kivy, Beeware), Python wrapper, Swig, cppyy, Pybind11 • IoT device signal filtering using SciPy • Fine Tune model parameters to get constant accuracy on mobile device as well as on cloud, Shannon entropy, Stratified K- Fold • Created a dashboard to monitor crop health. Created a dashboard to analyze server monitoring threads. Added two-factor authentication to website. Competitive analysis. Debugging code
Machine Learning & NLP Intern
Rikaian Technology pune•  February 2022 - July 2022
- In Rikaian tech, I was working as Machine Learning intern in R&D department. - Solving NLP problem such as Word alignment model, Name Entity Recognition model, and Machine translation model Using Deep learning and Statistical methodology. - Fine tune Pre-train multilingual language translation model. - Studied and implemented of Transformers Neural Network Architecture.
Education
Fergusson College, Pune
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