Aman Mishra

About Aman Mishra

Hi, I’m an experienced Python Developer with a strong passion for Machine Learning, Deep…

Experience

1. Python Developer

   BYLD Group

   Sep 2022 — Present · Gurugram, IN

   AI-Driven Auditing: Leveraged advanced AI and machine learning techniques, along with computer vision tools, to optimize FMCG operations. Automated processes for accurate inventory management by analyzing product counts, identifying brands, and categorizing product types. Designed and developed Python code utilizing functional programming principles, ensuring scalability and seamless integration into existing systems.Optical Character Recognition (OCR) Solution: Developed a sophisticated OCR system to accurately extract and process data from KYC documents. Implemented pre-processing techniques to handle diverse document formats, such as image enhancement and noise reduction, to ensure higher OCR accuracy, even with low-quality documents. This advanced solution significantly improving operational efficiency and accuracy in document processing.Optimizing Retail Performance through Shelf-Wise Product Detection:Developed and implemented a shelf-wise detection system using YOLO, a state-of-the-art model for object detection and classification techniques. This solution accurately identified detailed analysis of product distribution, competitive positioning, brand representation, and category coverage within each rack. By enabling rack-wise tracking and analysis, it significantly improved product tracking and ensured availability.Planogram Development: Developed and implemented planograms to enhance product visibility and drive sales in retail environments. Utilized Rack-based detection models to analyze and optimize product placement effectively. This solution successfully boosted sales figures across multiple retail locations by implementing optimized planograms.