KHUSHALI DAGA

551-***-**** ad3f0s@r.postjobfree.com www.linkedin.com/in/khushalid/ github.com/khushalid EDUCATION

SKILLS & CERTIFICATIONS

EXPERIENCE

SUMMARY

• ations across diverse entities and driving 60% surge in customer engagement

• ● Oversaw the role of scrum master within a 15 member t _Carnegie Mellon University, Heinz College Pittsburgh, PA Master of Information Systems Management - Business Intelligence and Data Analytics 12/2024 Coursework: Unstructured Data Analytics, Machine Learning, Deep Learning, Business Analytics, Natural Language Processing, Statistics (R), A/B Testing, Distributed System, Applied Econometrics GPA: 3.78

Vishwakarma Institute of Technology Pune, India

Bachelor of Technology in Computer Science 07/2022 GPA: 3.87

Certifications: Basic Data Processing and Visualization, Machine Learning, Introduction to Statistics, MongoDB Basics Programming & Frameworks: Python, R, C/C++, SQL, NoSQL, PostgreSQL, Java, R, Data Science, AI, NLP, Big Data, EC2, Javascript,, REST, CSS, ReactJS

Business Software: Tableau, Postman, MS Office Suite (Excel, Word) Technical Skills: AWS, GitHub, Git, Version Control, Azure Services, Google Cloud, Daga Polypack Pvt. Ltd., India Jodhpur, India

Data Analyst (Part-time) 01/2021 - 07/2023

• Formulated a Python and PostgreSQL model to analyze costing charts and visualized future data & trends using data visualization libraries like seaborn, reducing overall cost by 6%

• Spearheaded an IoT & ML project, utilizing data analysis, clustering, supervised learning for insights and ARIMA to predict failures reducing unnecessary maintenance with an accuracy of 96%

• Implemented time-series analysis model for inventory management, leveraging exploratory data analysis, feature engineering and XG boost algorithm to optimize stock levels

• Engineered a deep learning anomaly detection system, utilizing autoencoders to identify unusual patterns and deviations, ensuring product quality & efficiency in processes resulting in 25% reduction in defects

• Automated marketing email campaigns through one click bot solution using Python, reducing labor hour by 20hr/week Fivetrees Technologies, India Bangalore, India

Software Developer 08/2022 - 06/2023

• Spearheaded data integration initiatives by crafting intricate SQL queries and employing Extract-Transform-Load (ETL) techniques empowering users to make informed decisions resulting in refined and effective sales strategies

• Migrated database from MySQL to PostgreSQL to improve storage and extensibility resulting in 40% reduction in database maintenance costs

• Incorporated APIs using azure services to enhance data storage, data reliability and scale application and services to reduce workload by 50%

• Integrated Google Calendar Add-on for visitor management system with end-to-end APIs using Google App Scripts Experienced Data Analyst with an analytical mindset and proficiency in data querying language (SQL), scripting languages (Python), Artificial Intelligence to solve complex problems. Strong foundation in data structure and algorithms, machine learning, predictive modeling, and Time Series Analysis. Seeking opportunities to apply my data science prowess to contribute to cutting-edge projects. ACADEMIC PROJECTS

_Deep x Learning Image Captioning Project: Implemented CNN-RNN architecture 01/2024

• Applied NLP and Computer Vision techniques for image captioning using TensorFlow and Keras

• Integrated DenseNet201 for feature extraction and LSTM for text generation, achieving a BLEU score of 0.74 Deep Learning: Robust Adversarial Training for Detecting Adversarial Samples 03/2021

• Detected poisoned datasets caused by attacks such as "white box attack", "FGSM”, etc. using PyTorch & TensorFlow resulting in an accuracy of ~96%

• Trained the model on a mix of adversarial generated images and normal images from MNIST dataset with an epsilon of 0.15-0.3 Sentiment Analysis on Twitter Data 12/2023

• Implemented a sentiment analysis solution utilizing an LSTM network with GloVe embeddings, achieving a 80% validation accuracy

• Applied meticulous tokenization and vocabulary curation for large-scale Twitter datasets, showcasing expertise in managing unstructured data for insightful sentiment classification Web Scraping, Visualization: 360 Job Search 10/2023

• Built a job recommendation portal using BeautifulSoup and Selenium to scrape LinkedIn, Coursera, and Glassdoor, resulting in a streamlined job search experience

• Enhanced portal by leveraging Streamlit to create an interactive visualization model, enabling users to seamlessly filter job listings, receive course recommendation, and interview guidance DeFi, Blockchain: Arbitrage Using Flash Loans 12/2020

• Developed a model to generate profit from Circular Arbitrage on Decentralized exchanges with less chances of losing funds

• Obtained a flash loan and used the 0x API as well as the funds from the flash loans to trade it for cryptocurrency. Used 1 inch to find the best price to sell at and kept the profit achieving larger profits than cyclic arbitrage X

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