BINAL SHAH
Junior Data Analyst | Python, SQL & Data Analytics
sbinal182@gmail.com | 0403892199 | linkedin.com/in/binalshah | github.com/binal182 | Melbourne, Victoria
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PROFESSIONAL SUMMARY
Enthusiastic Junior Data Analyst who thrives at the intersection of data, technology, and problem-solving. Recent IT graduate with real-world experience building production AI systems that achieve 95%+ accuracy. During my AusBiz Consulting internship, I engineered automated data pipelines and dual-vector databases processing 50+ semantic data chunks—translating complex technical concepts into practical solutions. Beyond technical skills, I've led 200+ person events, trained 6+ team members, and managed high-volume operations handling $3,000+ daily transactions. I combine strong Python/SQL foundations with leadership abilities and a genuine passion for uncovering insights that drive business decisions. Eager to grow from Junior Data Analyst to Data Engineer to ML/AI Engineer, bringing both technical expertise and collaborative energy to a forward-thinking team.
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TECHNICAL SKILLS
Data & Analysis: Python (Pandas, NumPy) • SQL (SQLite, PostgreSQL, MySQL) • Excel • Data Pipelines
Specialized: RAG Systems • Vector Databases (ChromaDB, Upstash) • Database Design (3NF) • Computer Vision
Development: Next.js • React • Flask • Git/GitHub • AI-Assisted Development (GitHub Copilot, Claude Sonnet)
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PROFESSIONAL EXPERIENCE
AI/Data Intern | AusBiz Consulting, Sydney | Jul 2025 - Sep 2025
Built production-grade AI platform demonstrating modern data engineering and RAG architecture:
• Architected dual-vector database system (ChromaDB + Upstash) processing 50+ semantic data chunks
• Engineered automated data transformation pipeline with vector embeddings for intelligent querying
• Achieved 95%+ accuracy through custom testing framework validating 20+ query scenarios
• Pioneered multi-AI workflow: GitHub Copilot (60%+ code generation), Claude Sonnet 4.0 for architecture
Impact: Created innovative AI-powered professional platform showcasing advanced data pipeline and RAG implementation
Assistant Manager | Zeus Street Greek, Sydney | Dec 2022 - Dec 2025
Led operations and team development in high-volume environment:
• Supervised 5-10 staff handling $3,000+ daily transactions with consistent customer satisfaction
• Trained 6+ new hires, reducing onboarding time by 40% through systematic curriculum design
• Recognized by management for exceptional leadership during peak periods
Administrative Assistant | Abel Tasman Village Association Ltd | Mar 2024 - Jan 2025
• Managed front-desk operations including reception, scheduling, and responding to daily inquiries
• Handled and maintained 5+ appointments weekly with accuracy using internal systems
• Maintained documentation and record-keeping in compliance with data privacy standards
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TECHNICAL PROJECTS
My Digital Twin - AI-Powered RAG Platform | github.com/binal182/binal_digital-twin_py
What makes it unique: First-of-its-kind implementation combining local + serverless vector databases for development-production parity
• Processed structured data into 50+ semantic chunks with metadata tagging for context-aware retrieval
• Implemented vector similarity search with cosine matching enabling natural language queries
• Built with Next.js 15, React 19, Python, ChromaDB, Upstash, and Vercel AI SDK
• Validated 95%+ accuracy through automated testing across diverse query scenarios
Smart Attendance System - Computer Vision Capstone
What makes it unique: Independently built full-stack system from database design to computer vision integration
• Designed normalized database (5+ tables, Third Normal Form) handling 1,000+ users and 10,000+ records
• Integrated 128-dimensional facial encoding reducing manual entry by 90%
• Created three-tier role-based access system (Admin/Teacher/Student) with Flask and SQLAlchemy
• Implemented secure authentication (PBKDF2) and automated CSV reporting with Pandas
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EDUCATION
Bachelor of Information Technology | Victoria University, Sydney | Graduated Sep 2025
Key Coursework: Data Analytics for Cyber Security • Big Data • Cloud Application Development • ICT Business Analytics
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LEADERSHIP EXPERIENCE
Local Coordinator | Students for Liberty Australia | Jan 2023 - May 2024
• Orchestrated 200+ participant workshops with 85% engagement success rate
• Built and managed 13-member volunteer team across Sydney and Melbourne
• Coordinated hybrid event technology (Microsoft Teams, Zoom) and budget tracking
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REFERENCES
Callum Bir - Supervisor, AusBiz Consulting - Available upon request
Sailesh Upreti - Manager, Zeus Street Greek - 0452 389 096
