Muzammil Baloch | Data Enthusiast | B.E. Student | Kaggle Notebooks Master | Certified in Python (IBM), Excel (JPMC), and Power BI (PwC)

Muzammil Baloch

Data Enthusiast | B.E. Student | Kaggle Notebooks Master | Certified in Python (IBM), Excel (JPMC), and Power BI (PwC)

Based in Mumbai

About

Results-driven recent graduate with a 9.14 CGPA, passionate about transforming complex information into strategic solutions. Proven track record through internship at CodeClause and Kaggle Notebooks Master and Expert in Datasets and Discussions, showcasing extensive hands-on experience in data analysis and ML-driven projects. Certified in Python, SQL, Excel, and Power BI, specializing in developing ML solutions and creating impactful data visualizations.

Skills

Projects

Loan Prediction Webpage

Developed a loan prediction webpage using ML algorithms (Logistic Regression, K-Nearest Neighbours, SVM, Random Forest) in Google Colab. Conducted performance evaluation, favoring Logistic Regression for its 89% accuracy.

Uber Data Analysis

Processed six months' worth of Uber Pickups in NYC dataset using Python (Pandas, NumPy, Matplotlib, Seaborn). Conducted in-depth analysis, highlighting key metrics, demand patterns, and variations, enhancing driver allocation optimization.

Handwritten Digit Recognition using CNN

Engineered a Convolutional Neural Network (CNN) model with TensorFlow and Keras for precise handwritten digit recognition. Achieved an accuracy of 99.42% on the training set and 99.07% on the validation set.

Global Temperature Analysis

Utilized Jupyter Notebook with Pandas, Plotly, and Matplotlib to analyze global temperature patterns. Created interactive visualizations, including line plots and choropleth maps, identifying regional variations as an impact of global warming.

Symptom Assessment Chatbot

Developed a Symptom Assessment Chatbot in Python using Stochastic Gradient Descent for symptom analysis and classification. Implemented Flask for the user interface, offering functionalities like suggesting medicines and providing disease information.

Power BI Call Center Analysis

This comprehensive Power BI report give insights from call center performance metrics, customer retention strategies, and workplace diversity metrics. Explore a holistic view of call center operations, customer satisfaction, and inclusive workplace practices.

Experience

Apr 2023 - May 2023

Data Science Intern at CodeClause

Developed a loan prediction webpage using ML algorithms in Google Colab. Conducted model training, implemented various models, and created an interactive web page with Streamlit. Also, performed data analysis on six months of Uber Pickups in NYC dataset, optimizing driver allocation through Python libraries

Sep 2022

Data Analytics Consultant (Virtual Internship) at KPMG

Conducted data pre-processing and in-depth analysis using statistical techniques and segmentation analysis. Explored Microsoft PowerBI to showcase findings and facilitate data-driven decision-making for strategic business initiatives.

Aug 2022 - Mar 2023

Joint Sponsorship Head, Association for Computing Machinery (ACM)

Led sponsorship initiatives and Executed promotional activities, designed creatives, and managed marketing for ACM events.

Education

2020-2024

B.E (IT) at M. H. Saboo Siddik College of Engineering

Pursuing a Bachelor of Engineering in Information Technology at M. H. Saboo Siddik College (University of Mumbai). Currently maintaining a CGPA of 9.14, focusing on a comprehensive curriculum covering a range of IT subjects.