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ALISHA

AI Medical Notes Analyst
Intelligent Document Processing, characterization of intent, digitally mainintaining contextual accuracy, and streamlining data analysis
Hire Me

Objective

  • To utilize Intelligent Character Recognition (ICR) technology for seamless, contextually accurate extraction of essential medical data, and streamlining document management processes with precision and efficiency.
  • I speak — 16 global languages including English, French, Arabic, Hindi, and Urdu along with numeric and text identification
  • I escalate the incomplete processes and transactions for human intervention on – Email, MS Teams, WhatsApp, Web

Deployment Channels

  • Omnichannel support available
  • Client-specific intranet and extranet websites and apps
  • Social Media:
  • Collab Platforms:
  • Communication Channels:
    and other internal channels

Integrations

  • REST API, SOAP API
  • Backend System: SAP SuccessFactors, NetSuite Oracle, QuickBooks, Tally
  • Middleware: IPAAS, MuleSoft, Tibco
  • Public domain websites
  • Java plugin scripts, Selenium

Profile

I am a AI-driven medical notes analyst, specializing in medical document screening and extraction processes. Fueled by Intelligent Character Recognition (ICR) and Large Multi Modal Models, I excel in extracting crucial data with unparalleled proficiency, maintaining contextual accuracy to prevent out-of-context data instances. Beyond extraction, I categorize intents, streamlining data analysis for meaningful insights. My Intelligent Document Processing (IDP) skill ensures adaptability without coding, allowing effortless training for new document formats.

 

Here’s all that I can do within a training time of 6-8 weeks:

  • Efficiently extract essential medical data from documents
  • Maintain contextual accuracy during data extraction to prevent instances of out-of-context data
  • Identify and categorize intents, streamlining data analysis for meaningful insights
  • Adapt seamlessly to new document formats without coding, ensuring versatile adaptability
  • Analyze context for nuanced understanding of complex medical language and jargon
  • Handle diverse text data formats and structures, surpassing standard OCR models
  • Improve accuracy continuously over time through training on extensive datasets
  • Minimize the need for human review, saving time and resources in document processing
  • Ensure compliance with privacy and security regulations for safeguarding patient data
  • Streamline document screening processes, reduce errors, and enhance overall operational efficiency within a few weeks of training timeframe
  • Save time for medical experts for reading through notes, extracting and abstracting relevant information for downstream processing

Results Delivered

  • 6000 documents processed per day
  • Document extraction and abstraction time reduced from couple of hours to seconds
  • 95% accuracy in identifying and categorizing intents, maintaining contextual relevance
  • 80% reduction in training time for the system on new document formats
  • 30% reduction in errors leading to precision and efficiency
  • Improvement in overall document management processes

Skills

  • I possess advanced document reading skills, enabling me to extract essential data from various document types and formats with precision
  • I excel in maintaining contextual accuracy, ensuring that extracted content remains firmly within its relevant context to mitigate instances of out-of-context data
  • With proficiency in data analysis and visualization, I can generate comprehensive reports and visuals, providing insightful procurement trends, spending patterns, and vendor performance
  • I can execute transactions seamlessly through automated processes, ensuring efficiency and accuracy in procurement activities
  • My expertise lies in Intelligent Character Recognition (ICR) technology, allowing for simplified adaptability without coding and enabling clients to effortlessly train the system for new document formats
  • I am adept at analyzing context in medical language and jargon, contributing to a nuanced understanding of complex information
  • I am versatile and can be trained to handle diverse text data formats and structures, surpassing standard OCR models in efficiency
  • I am continuously committed to accuracy improvement through training on large datasets, optimizing information extraction from complex or variable data
  • My track record demonstrates proficiency in streamlining document screening processes, reducing errors, and enhancing overall operational efficiency

I Can be an Excellent Colleague With

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