BTech in CSE AI | Final Year | Upskilling Everyday | Aspiring Data Scientist
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Assessing your cultural and operational fit
Automated-Receipt-and-Expense-Management-System
August 17, 2024 – August 17, 2024
Developed a Receipt OCR and Management System: Designed and implemented a Flask web application capable of extracting, storing, and managing receipt data using OCR technology, with an accuracy rate of 95% for text extraction from images.
View ProjectNYC-Yellow-Cab-Analytics
May 15, 2024 – May 15, 2024
Developed an end-to-end data engineering project focusing on the New York Yellow Cab-TLC dataset, encompassing data modeling, ETL processes, and dashboard creation.
View ProjectWordWarden
January 12, 2024 – January 12, 2024
introduces Word Warden, an innovative natural language processing (NLP) project designed to mitigate the spread of toxic language in online interactions. The goal of this project will be to use machine learning to identify toxicity in text.
View ProjectAIVirtual_Mouse
January 12, 2024 – January 12, 2024
Based on a research paper “Deep Learning-Based Real-Time AI Virtual Mouse System Using Computer Vision to Avoid COVID-19 Spread” , Created using Python in a 4-Person team and used frameworks such as Media pipe, PyAutoGUI and OpenCV library with an accuracy of 99%
View ProjectRealtime_Emotion_Detection
September 30, 2023 – November 5, 2023
Realtime_Emotion_Detection — GitHub repository
View ProjectHospitalityDash
September 30, 2023 – September 30, 2023
Built a Power BI dashboard to visualize KPIs from a given dataset saving 10 Hours per week of manual reporting, Cleaned and preprocessed 5 different dataset using Power Query, built 26 metrics using DAX measures , Provided insights about Revenue, URN, BRN, RevPAR which helped the stakeholders to grow their business 2.5x times
View ProjectHRAnalytics_Proj
July 6, 2023 – July 6, 2023
I build an interactive dashboard in Microsoft Power BI using a clean and pre-processed dataset of HR Department. This project aims to provide actionable insights and strategic value to organizations by analyzing and visualizing HR data in a comprehensive and user-friendly manner.
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a strong inclination towards personal learning and development, which can be a positive cultural fit for an innovative environment. The projects cover various aspects of data science, machine learning, and data analytics, indicating a broad interest. However, the lack of team-based projects (beyond one mention in AIVirtual_Mouse) and professional experience makes it challenging to fully assess cultural fit in a collaborative work environment. The projects align well with a Data Scientist role, demonstrating relevant technical interests.
Soft Skills & Operational Fit
The candidate's project descriptions indicate a proactive and self-driven approach to learning and applying technical skills. The variety of projects suggests an ability to work on diverse problems. However, without psychometric test results or interview data, it is difficult to assess specific soft skills like teamwork, stress handling, or communication clarity in a professional setting.