Neel PATEL

Neel PATEL

Aspiring Data Scientist | Machine Learning Engineer

Ahmedabad, IN.

Work

Infotact solutions

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Data Science and ML Intern

Ahmedabad, Gujarat, India

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Summary

Contributed to data quality, exploratory analysis, and predictive model development, deploying solutions for real-time applications.

Highlights

Performed comprehensive data cleaning and preprocessing using Python libraries (Pandas, NumPy) to ensure high data quality for analytical projects.

Conducted Exploratory Data Analysis (EDA) to identify key trends, correlations, and patterns within diverse datasets.

Built and optimized Machine Learning models leveraging Scikit-learn and TensorFlow for robust predictive analysis.

Deployed predictive models through a Streamlit web app, enabling real-time predictions for end-users.

Collaborated with cross-functional team members to document findings and effectively communicate analytical results.

About

Highly motivated Computer Engineering student with practical experience in Data Science and Machine Learning, seeking to leverage expertise in predictive modeling, data analysis, and web application deployment. Proven ability to build and optimize ML models, conduct comprehensive data analysis, and develop interactive solutions using Python, TensorFlow, and Streamlit, aiming to drive data-driven innovation in a dynamic technical environment.

Education

New L. J. Institute of Engg. & Technology

Ahmedabad, Gujarat, India
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Bachelor of Engineering (BE) Computer Engineering Grade: 8.94 Cpi

Courses

Machine Learning

Data Structures and Algorithms

Database Management Systems

Web Development

Artificial Intelligence

Data Science Principles

Computer Vision

Natural Language Processing

Languages

English

Hindi

Gujarati

Certificates

Complete Machine Learning & Data Science

Nation Skill Up by GeeksforGeeks

Mastering Generative AI and ChatGPT

GeeksforGeeks

Cyber Security Analyst

IBM

Google Tools and Trade: Linux and SQL

Google

Full Stack Web Development – Data Structure using Java

Self-Study/Online Course

Skills

Programming Languages

Python, SQL, Java, JavaScript, HTML, CSS, C, C++.

Libraries & Frameworks

Pandas, NumPy, Matplotlib, Scikit-learn, TensorFlow, Streamlit, Flask, Keras, OpenCV.

Platforms & Tools

VScode, Jupyter Notebook, Tableau, Power BI, Github, TMDB Datasets.

Data Science & Machine Learning

Data Cleaning, Data Preprocessing, Exploratory Data Analysis (EDA), Machine Learning, Deep Learning (CNN), Predictive Modeling, Hyperparameter Tuning, Model Deployment, Cosine Similarity, Data Augmentation, Generative AI.

Web Development

Responsive Web Applications, Frontend Development, Backend Development.

Data Visualization

Tableau, Power BI, Matplotlib.

Analytical Skills

Problem-Solving, Data-driven Decision Making, Trend Identification, Pattern Recognition, Statistical Analysis.

Projects

Movie Recommendation System

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Summary

Developed a personalized movie recommendation engine by collecting and processing user rating data from TMDB datasets, enhancing user experience through content-based and cosine similarity approaches.

Facial Expression Recognition

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Summary

Engineered a CNN-based model for facial expression recognition, optimizing performance through advanced preprocessing and hyperparameter tuning for real-time emotion detection.

Handwritten Equation Solver

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Summary

Created a Handwritten Equation Solver leveraging CNNs, OpenCV, and Flask to automatically interpret, solve, and deploy mathematical equations via a responsive web application.

Agriculture Data Analysis Dashboard

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Summary

Designed and built an interactive Tableau dashboard for agricultural data analysis, providing actionable insights to support data-driven decisions in crop management.