Abhishek Singh

Abhishek Singh

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Data Scientist
National Capital Territory of Delhi, India

Contact Abhishek regarding: 
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Starting at USD2k/month

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Résumé


Jobs verified_user 0% verified
  • KPMG India
    —Senior Analyst
    KPMG India
    Mar 2022 - Jan 2024 (1 year 11 months)
    ❖ Developed a conversational chatbot using NLP,LLM,and deployed it on local server using Flask API with streamlit ❖ Web API development using Flask and python to generate a detailed report from multiple xml files input. ❖ Automated python scripts for multiple processes within the organization for reusability purposes. ❖ Web scraping by using selenium and beautifulsoup to extract data. ❖ Performed various analyses to support Data driven decision making. ❖ Performed data analysis on Financial data for two Major clients (For Forensics purpose) and delivered desired and quality outputs.
  • E
    —DataAnalyst
    E-Chargeup Solutions pvt ltd,
    Dec 2020 - Mar 2022 (1 year 4 months)
    ❖ Developed a machine learning model (Regression) on a for Forecasting(Used 1 Year of data). ❖ Model tuning and Hyper parameter optimization. ❖ Data Consolidation from different sources. ❖ Prepared 8 months of data and generated Cohort Analysis for Customer retention and Churn prediction. ❖ Created Profiling and Classified bands for the users. ❖ Have Developed various Data driven Insights and Analytical reports from time to time.
  • G
    —DataAnalyst
    GV Cloud Secure,
    Jul 2019 - Mar 2020 (9 months)
    ❖ Manipulates and formats data to meet customer needs into reporting deliverables. ❖ Performed Statistical analysis on data to evaluate and isolate the critical factors influencing trends and relationships of variables to drive improved results. ❖ Provide feedback to senior management and identified problem areas for proactive solutions. ❖ Developed a bivariate linear regression model. 10-month historical data was used to develop the model in python. ❖ Providing Analytics solutions, including development of predictive models, requirement understanding, data preparation, Exploratory data analysis, developing ❖ machine learning models, model validation and final model delivery. ❖ Have developed and reviewed analytical reports (often across te
Education verified_user 0% verified
  • A
    Btech
    Accurate institute of management & Technology
    Jul 2011 - Jun 2015 (4 years)
Projects (professional or personal) verified_user 0% verified
  • KPMG India
    Project_26
    KPMG India
    Jun 2023 - Jan 2024 (8 months)
    Developed and implemented a predictive model to identify and prevent insurance fraud. The project involved collecting and preprocessing a large dataset of insurance claims, then applying various machine learning algorithms to detect patterns indicative of fraudulent activities. Spearheaded the model selection process, choosing algorithms based on accuracy, precision, and recall metrics, and fine-tuned model parameters to optimize performance.
  • KPMG India
    Multi-Class Classification Using BERT for Medical Healthcare Data
    KPMG India
    Apr 2023 - Sep 2023 (6 months)
    Leveraged advanced NLP and machine learning techniques in Google Colab to develop a highly accurate BERT-based model for classifying medical health data. This project not only enhanced the decision-support system but also streamlined data processing within a healthcare analytics platform.
  • G
    Text_predictor
    GV Cloud Secure,
    Nov 2019 - Aug 2020 (10 months)