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Skills

  • Python
  • Categorization
  • Cluster Analysis
  • Data Analysis
  • Machine Learning
  • Natural Language
  • Natural Language Processing
  • Nlp
  • Predictive Modeling
  • R Programming
  • Visualisation

Services

  • Natural Language processing

    $10/hr Starting at $25 Ongoing

    Dedicated Resource

    Experienced in Natural Language Processing projects using Python NLTK. Created a chatbot to help stock traders on their day to day activities.

    Natural LanguageNatural Language ProcessingNlpPython
  • Machine Learning

    $10/hr Starting at $25 Ongoing

    Dedicated Resource

    Experienced in machine learning classification and clustering projects. Created a reconciliation break prediction system for mutual funds using decision tree classification. This system improved the break...

    CategorizationCluster AnalysisData AnalysisMachine LearningPredictive Modeling

About

Certified Data Scientist with 11 years of IT experience in Finance domain. Highly skilled in machine learning, data visualization, and natural language processing.

• Created a reconciliation break prediction system for mutual funds using decision tree classification. This system improved the break resolution efficiency by 25%.
• Created a recommendation system for suggesting the best solution for production incidents. This reduced the manual effort required in finding a solution and thereby reducing the turnaround time for fixing an incident.
• Created an automatic defect categorization system to classify similar defects into categories using k-Mean clustering. This clusters helped application owners to identify the processes which are causing issues and allow them to do preventive maintenance in their applications. This reduced the frequency of repeated incidents and making the application stable.
• Created a Chabot to guide traders on their day to day activities on the trade floor using natural language processing. This helped the trade floor teams to reduce the time required to get their queries answered and become more productive.