Shama I

Shama I

Data Scientist with 2 years of experience in optimizing digital workflows through advanced analytics, machine lea...
India
Urdu, Hindi, English

About Me

Data Scientist with 2 years of experience in optimizing digital workflows through advanced analytics, machine learning, and business intelligence tools. Expertise in extracting actionable insights, automating processes t…

Experience

Data Scientist

Omega Healthcare Management and Services
Jan 2023 - Present · 3 years 6 months

Enhanced machine learning models, reducing error rates by 25%, leading to a 20% improvement in medical billing accuracy and claims processing efficiency., Streamlined billing and claims processes, increasing processing speed by 30%, reducing claim denials by 15%, and enhancing revenue cycle management., Extracted critical insights from PDFs, Excel, and HL7 files, cutting manual effort by 15%, improving data processing speed by 20%, and supporting 100% compliance with healthcare regulations., Developed predictive models for ICD and CPT codes with 80% accuracy, reducing claim coding errors by 35%, cutting processing time by 40%, and boosting claim approval rates by 25%., Automated data workflows using Python, reducing manual processing time by 40%, increasing operational efficiency by 35%, and enabling real-time data updates., Conducted root cause analysis to detect anomalies, reducing data extraction errors by 30%, optimizing workflows, and cutting manual work by 40%, leading to a 25% reduction in rework time., Automated report generation, decreasing manual effort by 50%, accelerating data analysis by 2x, and improving reporting accuracy by 30%., Applied Python web scraping techniques, improving data collection speed by 60%, reducing data retrieval.

DATA SCIENTIST

Omega Healthcare Management and Services
Jan 2023 - Present · 3 years 6 months

Enhanced machine learning models, reducing error rates by 25%, leading to a 20% improvement in medical billing accuracy and claims processing efficiency.
Streamlined billing and claims processes, increasing processing speed by 30%, reducing claim denials by 15%, and enhancing revenue cycle management.
Extracted critical insights from PDFs, Excel, and HL7 files, cutting manual effort by 15%, improving data processing speed by 20%, and supporting 100% compliance with healthcare regulations.
Developed predictive models for ICD and CPT codes with 80% accuracy, reducing claim coding errors by 35%, cutting processing time by 40%, and boosting claim approval rates by 25%.
Automated data workflows using Python, reducing manual processing time by 40%, increasing operational efficiency by 35%, and enabling real-time data updates.
Conducted root cause analysis to detect anomalies, reducing data extraction errors by 30%, optimizing workflows, and cutting manual work by 40%, leading to a 25% reduction in rework time.
Automated report generation, decreasing manual effort by 50%, accelerating data analysis by 2x, and improving reporting accuracy by 30%.
Applied Python web scraping techniques, improving data collection speed by 60%, reducing data retrieval

Skills

Python Regex SQL MySQL Generative AI Deep Learning Natural Language Processing (NLP) Large Language Models (LLM) TensorFlow PyTorch Pandas NumPy Data Visualization AWS Excel OCR Web Scraping
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