Vraj Shah
@vrajshah959
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AI/ML Intern at Log Binary | Amazon ML Summer School'25 | Building with GenAI & LLMs | Sharing AI Projects & Insights | 3K+ LinkedIn | 700+ X
Ahmedabad
Joined June 2024
8/ That’s why modern OCR combines: Computer Vision + Machine Learning + Language Models.
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7/ The real challenge isn’t reading text. It’s reading messy, real-world text.
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6/ Hospitals use OCR to digitize: • Prescriptions • Medical reports • Patient records.
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5/ Traffic cameras don’t just see plates. OCR reads them in milliseconds.
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4/ E-commerce platforms use OCR for: • Invoice matching • Order verification • Fraud detection.
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3/ Banks use OCR to process: • Cheques • Loan forms • Statements at massive scale.
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2/ KYC systems rely on OCR to extract: • Name • Date of birth • ID numbers in seconds.
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1/ Every document you upload — PDF, scan, or photo — OCR reads it first.
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Padhai ke us stage pr hu k agar koi questions leak bhi karde toh bhi padhne ka mann nahi karega.
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Christmas 2025 falls on 25/12/25 — a rare moment where the day matches the year 🎄
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• Programming runs on math • Logic comes from math • Algorithms depend on math • Data structures use math • AI models are built with math • Machine learning uses math • Deep learning relies on math • Linear algebra powers math-heavy systems • Probability drives decisions
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Me every time in exams
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RAG didn’t replace fine-tuning. It replaced bad memory. Models were never the problem. Context was. That’s why most “AI apps” fail without good retrieval.
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From ABCD to DBMS From Oops! to OOPS From ESSAY to DSA From Arey! to ARRAY From MISTAKE to ERROR "We all grew up"
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