Experience

GulzarSoft

• Pakistan
• Software Development
• 1 - 100 Employee

• Python Developer

  • Sep 2023 - Present

  Gujrāt, Punjab, Pakistan



Internee.pk

• Netherlands
• IT Services and IT Consulting

• Data Science Intern

  • Sep 2023 - Oct 2023

  Karāchi, Sindh, Pakistan Smart Diabetes Predictor #Task1: Data Sourcing, Cleaning, and Preprocessing ✅ Comprehensive data collection from various sources. ✅ Meticulous data cleaning, handling missing values, duplicates, and outliers. ✅ Standardizing data formats and units for pristine consistency. ✅ Leveraging transformations for model fine-tuning. #Task2: Exploratory Data Analysis (EDA) ✅ Crafting captivating data visualizations to unveil hidden patterns. ✅ Delving into correlation… Show more Smart Diabetes Predictor #Task1: Data Sourcing, Cleaning, and Preprocessing ✅ Comprehensive data collection from various sources. ✅ Meticulous data cleaning, handling missing values, duplicates, and outliers. ✅ Standardizing data formats and units for pristine consistency. ✅ Leveraging transformations for model fine-tuning. #Task2: Exploratory Data Analysis (EDA) ✅ Crafting captivating data visualizations to unveil hidden patterns. ✅ Delving into correlation matrices and heatmaps to understand variable relationships. ✅ Performing descriptive statistics for a thorough data overview. ✅ Strategically managing outliers for robust analysis. #Task3: Feature Engineering ✅ Evaluating feature importance and streamlining the predictive power. ✅ Handling categorical features with one-hot encoding. ✅ Introducing new features to capture essential information. ✅ Ensuring numerical feature consistency through normalization. #Task4: Model Development and Hyperparameter Tuning ✅ Careful selection of machine learning algorithms. ✅ Robust model evaluation with training, validation, and test sets. ✅ Implementing algorithms like Logistic Regression, KNN, Random Forest, and SVM. ✅ Fine-tuning models through hyperparameter optimization. #Task5: Model Evaluation ✅ Choosing tailored performance metrics for accurate evaluation. ✅ Assessing the model using accuracy, precision, recall, F1-score, and ROC curves. ✅ Unraveling the impact of features on predictions for model interpretation. ✅ Validating real-world predictive capabilities on a separate test dataset. Show less



TechnoHacks EduTech

• India
• IT Services and IT Consulting
• 100 - 200 Employee

• Data Analytics Intern

  • Sep 2023 - Oct 2023

  Mumbai, Maharashtra, India Project-1 Google App Data Prediction 📌 Task 1: Cleaned the dataset by removing missing values and outliers. 📌 Task 2: Calculated essential summary statistics (mean, median, mode, standard deviation). 📌 Task 3: Visualized data distribution with a captivating histogram. 📌 Task 4: Successfully eliminated duplication for more accurate insights. Project-2 Minnesota Department of Transportation Dashboard using Tableau. 📌Unveiling the highest traffic on holidays… Show more Project-1 Google App Data Prediction 📌 Task 1: Cleaned the dataset by removing missing values and outliers. 📌 Task 2: Calculated essential summary statistics (mean, median, mode, standard deviation). 📌 Task 3: Visualized data distribution with a captivating histogram. 📌 Task 4: Successfully eliminated duplication for more accurate insights. Project-2 Minnesota Department of Transportation Dashboard using Tableau. 📌Unveiling the highest traffic on holidays 📌Monthly Traffic Volume (Per Year) analysis. 📌Traffic Volume based on Weather conditions 📌A detailed breakdown of Traffic Volume per Hour 📌Clearly defined Holidays for quick reference 📌Downloadable dashboard as a PDF. Project-3 Hotel Revenue Dashboard using PowerBI 📌Total Revenue: Comprehensive overview of the hotel's financial performance. 📌 Average ADR: Understand the Average Daily Rate for bookings. 📌 Cost of Total Nights: Keep track of the total cost of accommodations. 📌 Total Discount Avail: Get insights into discounts applied. 📌 Car Spaces: See availability of parking spaces. 📌 Revenue by Reservation Status: Data categorized by hotel type (City or Resort). 📌 Dropdown for Country, Hotel Type, Year, and Month selection. 📌 Highlights of dollar figures in a tabular format. 📌 Visualization Tools: 📌 Pie Chart: For a quick overview of distribution. 📌 Line Chart: For tracking trends over time. 📌use SQL to clean and refine the dataset, ensuring that I focus on the most relevant data points. Show less



Questra Digital

• Pakistan
• IT Services and IT Consulting
• 1 - 100 Employee

• Internship Trainee

  • May 2022 - Jul 2022

  Lahore, Punjab, Pakistan • Remote summer intern at Questra Digital, gain foundational knowledge in Angular • Proficient with Git for collaborative projects • Self-motivated, deadline driven. • Active team contributor with problem-solving abilities • Thrived in a professional environment and committed to ongoing learning.