Mukul Gharpure Email and Phone Number
I'm Mukul Gharpure, a Data Scientist focused on Master's in Applied Data Science at Indiana University-Indianapolis. I specialize in Data Analysis, LLMs, Generative AI, Deep Learning and NLP. Highlights of my Work:1. 10+ End-to-End projects deployed on AWS in Generative AI.2. Crafted 6+ Business Case studies as a Data Analyst across various domains.3. Developed 5+ NLP-based LLMs projects from scratch.4. 2+ End-to-End projects in Computer Vision, employing MLOps and MLflow.5. 3+ End to End Data Engineering Project in Azure Cloud, AWS and GCP.6. Delivered 5+ Data Visualization projects using tools like d3.js, PowerBI, Tableau, Python, and R. Skills:Python, R, SQL, JavaScript, HTML/CSS, C++, Bash, Linux Shell Scripting, MySQL, PostgreSQL, Numpy, Pandas, NLTK, TextBlob, Keras, Matplotlib, Seaborn, Dplyr, Tidyverse, ggplot2, scikit-learn, TensorFlow, PyTorch, Django, PySpark, AWS (Amazon Web Services), Docker, Jupyter, Tableau, Excel, PowerBI, Data Analysis, Data Visualization, Natural Language Processing, Big Data, Hadoop, Spark, Cloud Computing, Data Mining, Statistical Analysis, Predictive Modeling, Time Series Analysis, Data Cleaning, Data Preprocessing, Data Engineering, Database Management, Business Intelligence, AI (Artificial Intelligence), Computer Vision, Neural Networks, Supervised Learning, Unsupervised Learning, Reinforcement Learning, Classification, Regression, Clustering, Dimensionality Reduction, Feature Engineering, Random Forest, Gradient Boosting, XGBoost, AdaBoost, SARIMAX, LSTM (Long Short-Term Memory), BiLSTM (Bidirectional LSTM), CNN (Convolutional Neural Network), GAN (Generative Adversarial Network), Transfer Learning, Few-Shot Learning, Methodology, Project Management, Collaboration, Problem-Solving, Critical Thinking, Communication Skills, Presentation Skills, Teamwork, Research, Innovation, Creativity, Continuous Learning, Adaptability, Data Management, Machine Learning Algorithms, Predictive Analytics, Optimization, Data Science, Quantitative Analysis, Statistical Modeling, Algorithms, Data Quality, Data Governance, Data Strategy, Advanced Analytics, Exploratory Data Analysis, Analytical Skills, Financial Analysis, Financial Management, Financial Reporting, Financial Forecasting.#Data Science #Data Science #Data Science #Data Science #Data Science #Data Science #Data Science #Data Science #Data Science #Data Science #Data Science #Data Science #Data Science #Data Science #Data Science #Data Science#Data Science #Data Science #Data Science
Smash My Trash Kansas City
View- Website:
- smashmytrash.com
- Employees:
- 231
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Applied Data ScientistSmash My Trash Kansas CityLeawood, Ks, Us
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Applied Data ScientistSmash My Trash Kansas City Jul 2024 - PresentLeawood, Ks, Us1. Developing and Deploying Machine Learning Models for Lead generation, Dumpster Detection, Routing and Scheduling trucks, Proximity Scoring.2. Data Analysis and Web Scraping -
Applied Data Scientist^Exponent Jul 2024 - Present1. Optimizing Compensation Prediction Model2. Analyzing datasets and building dashboards in AWS QuickSight -
Data Science Specialist IiLuddy School Of Informatics, Computing, And Engineering, Indianapolis Aug 2023 - Jul 2024Indianapolis, Indiana, Us• Developed an advanced methodology at Data Lab, Indiana University Indianapolis, to pinpoint and adjust parameters in pretrained LLMs like BERT, RoBERTa, BioBERT that hold outdated or incorrect information, eliminating the need for comprehensive retraining.• Achieved a significant reduction in computational resources, surpassing 95% in savings, by implementing a novel technique that focuses on fine-tuning specific model parameters while disregarding non-essential ones.• Utilized Captum to ensure model efficacy is preserved, considerably reducing optimization loss and decreasing the time needed for updating facts.• Implemented cost-efficient model optimization strategies, leading to substantial savings in resources and financial expenditure over a six-month period.• Pioneered a scalable and economically viable approach for the continuous update of large language models, enhancing their accuracy and relevance. -
Data Science Specialist ILuddy School Of Informatics, Computing, And Engineering, Indianapolis Aug 2022 - Oct 2023Indianapolis, Indiana, Us• Spearheaded research on tackling cultural and social biases impacting accuracy in different LLMs including BERT, RoBERTa, GPT 3.5 etc for 50+ underrepresented countries.• Crafted a unique corpus from scratch by scraping over 100,000 entity pairs with the Wikipedia API, then generated their descriptions usingOpenAI’s GPT-3.5 API, and evaluated the predictive accuracy of more than 5 LLMs on this dataset.• Elevated accuracy across multiple research projects, achieving a 4% rise in Named Entity Recognition with transformer models and a 2%improvement in Question Answering using techniques like few-shot learning and transfer learning.
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Data Management AnalystIndiana University May 2023 - May 2024Bloomington, Indiana, Us• Designed and executed custom SQL queries to extract, transform, and consolidate data from the Flex software system, enabling the creation of comprehensive reporting packages for the accounting team.• Leveraged advanced Excel functionalities to develop custom data validation workflows, statistical analyses, and audit reports to provide data-driven insights on parking permit inventory, revenue streams, and audit findings.• Collaborating with cross-functional stakeholders to document data definitions, identify optimization opportunities, and ensure the security and integrity of customer records and financial data. -
Data Scientist Intern IvUnschool Mar 2022 - Jun 2022Hyderabad, Telangana, In• Applied NLP algorithms for sentiment analysis and topic modeling in marketing strategies, boosting campaign effectiveness by 30%.• Utilized machine learning algorithms for customer behavior analysis, enabling personalized recommendation systems and increasing customer engagement by 20%.• Mentored students on data science concepts and techniques, conducted code reviews, and provided guidance to ensure project success and skill development. -
Data Scientist Intern IiiTechciti Technologies Private Limited Sep 2021 - Jan 2022Bangalore, Karnataka, In• Engineered machine learning algorithm using XGBoost and AdaBoost ensemble, identifying health anomalies like thyroid and cardiacdisorders, impacting 50,000+ patients with 0.99 recall, employing SQL for data management and Git for version control.• Revamped treatment protocols, leading 10% improvement in patient outcomes by utilizing Tableau for visualizing treatment effectiveness.Collaborated cross-functional healthcare professionals to enhance healthcare efficiency and resource allocation by 15%. -
Data Scientist Intern IiKpmg India May 2020 - Jul 2020Gurugram, Haryana, In• Analyzed 200,000+ customer records, pinpointed top 5% customers for targeted marketing segmentation.• Investigated data of transactions using R and crafted a Dashboard using Tableau for better decision making.• Mentored a team of interns in a project, resulting in a 15% improvement in output efficiency compared to the previous year. -
Data Scientist Intern IMumbai University Mumbai Apr 2019 - Dec 2019Mumbai, Maharashtra, In• Analyzed performance data of over 20,000 students and developed a 94% accurate model, offering detailed class statistics to assist professors in creating effective curriculum for better student job placement opportunities.• Contributed to the college’s accreditation status achievement from the NBA committee for presenting a 15-year statistical analysis on student performance using Tableau dashboard.
Mukul Gharpure Education Details
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Indiana University IndianapolisApplied Data Science -
Mumbai University MumbaiComputer Science
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Major Hemant JakateScience
Frequently Asked Questions about Mukul Gharpure
What company does Mukul Gharpure work for?
Mukul Gharpure works for Smash My Trash Kansas City
What is Mukul Gharpure's role at the current company?
Mukul Gharpure's current role is Applied Data Scientist.
What schools did Mukul Gharpure attend?
Mukul Gharpure attended Indiana University Indianapolis, Mumbai University Mumbai, Major Hemant Jakate.
Who are Mukul Gharpure's colleagues?
Mukul Gharpure's colleagues are Blong Vang, Greg Barbaran, Jonas Milus, Nicole Burchfield, Kirk Butts, Oakley Farran, Joe Alaniz.
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