Tanmay Somani

Data Scientist | Machine Learning Enthusiast

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About Me

As an enthusiastic data scientist and avid learner, I thrive in challenging situations. My passion for technology and data-driven solutions drives me to explore new frontiers while also appreciating the value of established methodologies. I embrace new challenges with fervor, persisting until I triumphantly conquer them.

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Portfolio

Book Recommender System

Created a platform for personalized book recommendations based on user preferences and reading history, featuring curated lists and reviews to boost engagement.

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Facial Recognition Attendance System

Developed a machine learning-based attendance system using facial recognition, automating attendance tracking with real-time image processing for accurate management.

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Weight Journal and Dashboard

A Python app that allows users to log their weight, visualize trends, and set future goals, enhancing personal health management.

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Stock Analysis Prediction

This script scrapes stock news headlines from Finviz, extracts essential data, and organizes it for analysis, including sentiment evaluation and visualization.

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Snake Game Using Reinforcement Learning

Designed a Snake Game powered by reinforcement learning, utilizing Double Deep Q-Learning to train the agent for optimal gameplay and strategic decision-making.

Project in Progress

FACT: AI Content Predictor

FACT (Fake AI Content Tracker) is a web application that helps users detect AI-generated content in text, images, and audio. It utilizes machine learning models to classify input content as AI-generated or real.

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