Pruthvi Gowda Satish
Clayton,VIC
Summary
Innovative Customer Sales Representative with extensive knowledge of payment processing and negotiation. Successful at generative revenue and maintaining long-term client relationships. Adept at detail-oriented reporting and support.
Overview
5
5
years of professional experience
Work History
Retail Team Leader | 3IC
Yd Pty Ltd.
09.2023 - Current
- Supported store operations as 3IC, supervising staff and ensuring seamless execution of daily workflows and team productivity KPIs.
- Leveraged POS and inventory management systems to analyse transactional data and identify sales trends.
- Conducted EDA on customer feedback to recommend evidence-based improvements to service and product offerings.
- Collaborated with cross-functional teams to achieve revenue goals, using performance dashboards built in Microsoft Excel.
Data Engineer & Web Scraping Lead (Capstone)
Databytes – Deakin University
03.2025 - 06.2025
- Built a scalable, production-ready scraping system forming the core data pipeline for the DiscountMate platform.
- Developed modular Python-based scrapers using Selenium, with dynamic traversal across nested product categories for IGA, ensuring comprehensive data coverage.
- Integrated scraped data into MongoDB using automated ingestion workflows, optimised for downstream ML and analytics pipelines.
- Engineered robust, ethical scraping workflows with structured logging, automated retries, user-agent rotation, request throttling, and shell-scripted deployment for scheduled and unattended execution, ensuring reliability, compliance, and fault tolerance.
Data Science Researcher & Technical Lead (Capstone
Databytes – Deakin University
07.2024 - 10.2024
- Designed privacy-preserving ML pipelines using homomorphic encryption (CKKS, BFV) and secure multiparty computation for sensitive financial data.
- Developed synthetic data workflows (SDV-GAN, TableGAN, VAEs) to enhance data privacy and improve fraud detection model robustness.
- Built federated learning systems (Ray, Flask) for privacy-preserving model training across institutions, integrating SMOTE for class imbalance and automating evaluation with PyTorch, Scikit-learn, and TenSEAL to ensure reproducibility.
- Led collaborative workflows via GitHub, Trello, and project management tools, maintaining clean codebases, timely delivery, and technical documentation.
Web Scraping Intern
AISLYN Technologies Pvt Ltd
02.2020 - 04.2020
- Built a simulated e-commerce scraping environment with custom crawler, scraper, and GUI for research into bot vs human behaviour.
- Applied machine learning (K-means clustering using Euclidean and Manhattan distances) to detect and classify bot activity based on behavioural features.
- Analysed request patterns, IPs, and entropy to enhance bot detection accuracy; extracted and processed data using BeautifulSoup, requests, lxml, and pandas.
- Researched and implemented anti-scraping techniques including CAPTCHAs, geo-fencing, user-agent filtering, and robots.txt enforcement.
Education
Master of Science - Data Science
Deakin University
Melbourne, VIC07.2025
Master of Science - Business Analytics
University of Exeter
Exeter, UK02.2023
Bachelor of Engineering - Information Science
Ramaiah Institute of Technology
Bangalore, India2017
Skills
- Quality Assurance Evaluation
- Product Knowledge
- Excellent Written and Verbal Communication
- Cash Register Operations
- Customer Service and Assistance
- Safety and Cleanliness Standards
Timeline
Data Engineer & Web Scraping Lead (Capstone)
Databytes – Deakin University
03.2025 - 06.2025
Data Science Researcher & Technical Lead (Capstone
Databytes – Deakin University
07.2024 - 10.2024
Retail Team Leader | 3IC
Yd Pty Ltd.
09.2023 - Current
Web Scraping Intern
AISLYN Technologies Pvt Ltd
02.2020 - 04.2020
Master of Science - Data Science
Deakin University
Master of Science - Business Analytics
University of Exeter
Bachelor of Engineering - Information Science
Ramaiah Institute of Technology
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