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• Scraped 24000+ products under 25+ categories from Walmart with meta data to develop a “Walmart Lens”.

• Eliminated data redundancies and skewness by pre-processing and cleaning.

• Analyzed around 25000 image input through CNN model to list all the products (<=10) recognized.

• Worked on GCP’s Vertex AI and Google Cloud Vision to generate labels and detect (<=10) texts in an image.

• Labeled the products using Amazon Rekognition Custom Label API and lambda functions.

• Web App

• Performed data wrangling and EDA on real-world data of 84,000+ building units details sold in NYC over a year

• Created quantile regression model with area- sale price and applied Recursive Feature Elimination to get top 10 features

• Designed a Random Forest Regressor model to compare the results with RFE

• Built Neural Network and improved its accuracy with Adam to improve performance.

• Developed a script to scrape tweets (10,000+) in real-time

• Analyzed tweets data to find out the impression a tweet makes based on keyword and usernames.

• Visualized the results to find out the extent of correlation between keywords and user using Seaborn & Matplotlib.

• Improved the efficiency of script to scrape tweets related to multiple keywords synchronously.

• Performed data cleaning, wrangling, outlier detection and stop word removal for some columns in the data.

• Determined relationship between categorical data using Chi Square method and built Random Forest Regressor with different number of estimators. Calculated model score (R-Squared) for each estimator by fitting X and Y.

• Fetched NOPE value associated with any US stock from Nopechart in real-time using CURL, bypassing the need for API.

• Fetched Indian stock market options-chain data in real-time and calculated PUT and CALL value changes.

• Formulated Open Interest per minute per strike price for any given stock, NIFTY and Bank NIFTY.

• Scraped brokers trading data from DayTradeScans to gain insights and facilitate trade calls in Vietnam stock market

• BsScan Transaction Alert on Mail

Tic Tac Toe in Python

Handwritten Digit Recognition

Simple Calculator

Dice Rolling Simulator

Text to Speech

Image Cartoonifier

Language Translator

File Manager