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Ayesha Siddiqha

Ayesha Siddiqha

Certified

Data analyst

DSML in Scaler | Germany

Technologies

My Portfolio Highlights

My New Course

Understanding Data Engineering

My New Course

Understanding Data Engineering

Analytical wordsmith, crafting compelling narratives through data storytelling.

My Work

Take a look at my latest work.

course

Understanding Data Engineering

github

GitHub - AyeshaSiddiqha27/data-science-case-studies

github

GitHub - AyeshaSiddiqha27/data-analytics-portfolio

github

GitHub - PyNet-Cloudworks/InsightPilot-backend-flask

github

GitHub - AyeshaSiddiqha27/AyeshaSiddiqha27: My GitHub profile README showcasing my background, skills, and featured projects in Data Science, Machine Learning, and Python Development.

course

Understanding Data Engineering

My Certifications

These are the industry credentials that I’ve earned.

Data Analyst Associate

Data Analyst Associate

DataCamp Course Completion

Take a look at all the courses I’ve completed on DataCamp.

Courses

Introduction to Python
Introduction to SQL
Intermediate Python
Intermediate SQL

My Work Experience

Where I've interned and worked during my career.

Freelance | Oct 2024 - Present

Data Analyst

Data Analyst & Python Developer Data Analyst & Python Developer FreelanceFreelance Oct 2024 - Present · 1 yr 3 mosOct 2024 to Present · 1 yr 3 mos Bengaluru, Karnataka, India · RemoteBengaluru, Karnataka, India · Remote Automated Excel and SQL reports using Python, reducing manual effort by 60%. Built Power BI dashboards and Python visualizations for business insights and performance tracking. Developed lightweight Flask-based tools for analytics automation and reporting. Strengthened hands-on expertise in data cleaning, visualization, and SQL scripting. Tech Stack: Python (Pandas, NumPy, Flask), SQL (PostgreSQL, MySQL), Power BI, Matplotlib, Seaborn, ETL Automation, Streamlit
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HARMAN India | Dec 2019 - Sep 2024

Senior Software Engineer

As a Data Analyst: * Leveraged PowerBI to conduct in-depth analysis, data cleaning, and manipulation, resulting in actionable insights and improved data-driven decision-making. * Enhanced Driver Monitoring System (DMS) and Seat Occupancy Detection (SOD) modules by improving data visibility and real-time monitoring, which led to a 87% increase in system accuracy. * Developed and deployed comprehensive PowerBI dashboards to visualize key data trends, focusing on driver behavior and safety metrics, which provided clear insights and actionable recommendations for Project owners. As a Python Developer: * Led the development of a Flask-based application that automated real-time video generation with dynamic data overlays, leveraging PostgreSQL and Python for backend processes. This innovation eliminated days of manual error analysis and significantly reduced the strenuous effort required to handle and process large camera image data. * Optimized scripts for Advanced Driver Assistance Systems (ADAS) projects at Mercedes-Benz R&D, enhancing data validation accuracy and reducing processing times by 75%. * Automated complex ETL processes using Python libraries (Pandas, NumPy, SQLAlchemy), streamlining workflows and improving data quality, leading to a 64% reduction in manual effort and processing time. Key Expertise: * Data Visualization: Power BI, Matplotlib, Seaborn (Building visually appealing, insightful dashboards) * Data Analytics: ETL Processes, Data Wrangling, Data Cleaning, Real-Time Data Processing * Data Automation: Automating manual tasks, optimizing workflows for efficiency * Backend Development: Flask-based web applications, handling large datasets, real-time monitoring solutions * Software Development: Full-stack development with Flask, Python, and SQL * Problem Solving: Process Optimization, Error Analysis, Data Validation, Code Efficiency.

ISRO - Indian Space Research Organization | Oct 2017 - May 2018

Research And Development Intern

Contributed to various projects, improving outcomes by implementing image segmentation, edge detection, and K-mean clustering tests. Innovated with MATLAB algorithms for detecting correlations in large datasets, leading to a 45% improvement in project outcomes. Introduced HOG-LBP feature extraction and CNN classifiers, significantly enhancing image recognition accuracy. Created region refinement form for precise findings, showcasing expertise in data analysis and computer vision.

My Education

Take a look at my formal education

Data Science and Machine LearningScaler | 2025
Master of Technology - MTech, Computer ScienceREVA University | 2018
Bachelor of Engineering - BE, Information scienceVisvesvaraya Technological University | 2016

About Me

Ayesha Siddiqha

Data Analyst and Python Developer with 5+ years of experience in analytics, automation, and SQL-driven insights. Currently seeking data roles in Germany and available for immediate joining.

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