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Sudarshan Kulkarni

Data Scientist

  • Bangalore Urban, KA
  • 9 years
Notice Period: 30 Days

    Candidate's About

    With 7+ years of extensive experience in Data Science (AI, ML), Big Data Analytics, NLP, Computer Vision, Neural networks, Data Modeling, Data Warehousing, and Data Analytics, I excel in End-to-End implementation (CI/CD) of ML/AI projects. Proficient in understanding business requirements, data cleaning, and deploying solutions in cloud & local environments using MLOps tools. A quick learner with strong analytical and problem-solving skills. Seeking new opportunities to contribute my expertise and

    Work & Experience

    Senior Manager

    Jul 22 - PRESENT

    Technology

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      TensorFlow
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      PyTorch
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      Python
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      SQL
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      Java
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      C++
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      AWS
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      Flask Advance
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      Kafka
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      Machine Learning
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      Excel

    Tools

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      Docker
    • Oversee daily operations and team performance at EXL.
    • Lead strategic planning and execution for client projects.
    • Ensure high-quality deliverables and client satisfaction.
    • Foster team collaboration and professional growth.
    • Analyze metrics and implement process improvements.
    D

    Data Scientist

    Aug 18 - Jun 22

    Technology

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      TensorFlow
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      PyTorch
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      Python
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      SQL
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      Java
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      C++
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      AWS
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      Flask Intermediate
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      Kafka
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      Machine Learning
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      Excel

    Tools

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      Docker
    • Managed diverse data science projects as described above.
    • Analyzed business use cases and devised suitable approaches.
    • Constructed end-to-end pipelines and employed various ML/AI algorithms.
    • Continuously upskilled in data science and cloud technologies.

    Speedway

    Analyst

    • Analyzed extensive customer transaction data to predict coupon redemption likelihood.
    • Assisted the client in offering suitable coupons based on predictions.
    • Identified trends and popular coupons through trend analytics.


    • BigData Analytics
    • XGBoost
    • PostgreSQL
    • PySpark
    • amazon
    • Sagemker
    • EMR Clusters
    • R
    View Details

    Accenture Research Team initiative

    Analyst

    • Scanned millions of business press articles, earnings calls, and speeches.
    • Employed statistical techniques like topic modeling to identify emerging trends and phenomena.
    • Detected new and trending processes with potential to shape the future.


    • BERTopic modelling
    • GCP
    • Topic modelling
    • LDA
    • Big Query
    View Details

    Edge(Call Centre Training)

    Speech Processing Engineer

    • Converted speech to text using Google API.
    • Identified tone using IBM Tone Analyzer.
    • Analyzed audio with custom ML libraries to determine user communication effectiveness.
    • Deployed on AWS using Lambda & EC2 Instance.


    • Python
    • AWS
    • S3
    • Google Speech to Text
    • IBM tone Analyzer API
    • Flask
    View Details

    Internal (Sustainable Attrition Rate)

    Attrition Rate Analyst

    • Forecasted attrition rate for the current year.
    • Investigated the impact of attrition on parameters like utilization and chargeability.


    • R
    • Python
    • Rshiny
    • Time Series Forecasting
    View Details

    PSPCL (Power theft Anomaly Detection)

    Power Theft Detection Analyst

    • Detected power theft consumers for a state power corporation.
    • Utilized isolation forest and created customer analytical records.


    • Python
    • Machine learning
    • CAR creation
    • Random Forest
    View Details

    CAL

    Developer

    • Developed and expanded Cognitive search module.
    • Enhanced cognitive functionalities for a core product.
    • Created backend REST APIs for NLP module integration using Flask framework.
    • Designed NLP layer, including data curation, labeling, and deploying various NLP models for achieving state-of-the-art (SOTA) results.
    • Python
    • Spacy
    • NLP
    • RASA NLU
    • Apache solr
    • AWS
    • GCP
    • Elastic search
    • Micro services
    • Flask
    • Docker
    View Details

    EDD (Engineering Data Diagrams)

    P&ID Diagram Digitization and Image Processing Specialist

    • Digitized P&ID Diagrams; identified pipes using Hough Line Transform (OpenCV).
    • Detected connected assets in diagrams.
    • Applied template matching and TensorFlow Object Detection for various objects.
    • Attained US Patent for contributions.


    • Tensor Flow
    • Object detection
    • OpenCV
    • Python
    • Image processing
    • Template Matching
    • OCR
    • Transfer learning
    View Details

    Accenture Capability

    AI Artistic Fusion Specialist

    • Created AI Artist by combining style and content images using CNN.
    • Developed Artificial Art through style-content fusion.
    • Utilized ANN for Churn Analytics in the banking sector.
    • Predicted customer churn probability with neural network analysis.


    • Artificial Neural Network
    • Convolution Neural Network
    View Details

    P&G

    Artificial Intelligence Developer

    • Conducted data understanding and mapping with Data Dictionary.
    • Aggregated Point of Sales (POS) and Audit data, calculating Store's P&G contribution.
    • Identified Key Business Drivers (KBD) using linear regression, enhancing competitiveness.
    • Automated end-to-end process in Azure Cloud, utilizing Airflow for orchestration.
    • Developed Spark jobs to read and write data to/from BLOB storage.


    • Pyspark
    • Airflow
    • Aws
    • Kubernates
    View Details
    S

    Senior Software Engineer

    May 14 - Aug 18

    Technology

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      TensorFlow
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      PyTorch
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      Python
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      C++
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      Java
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      SQL
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      Kafka
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      Flask Intermediate
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      Machine Learning
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      AWS
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      Excel

    Tools

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      Docker
    • Engaged in various Data domain projects: Predictive Analytics, ETL, Master Data Management.
    • Executed tasks: Data modeling, ER Diagrams, ML Algorithms.
    • Enhanced skills via Data Science and Big Data certifications.

    Education

    I

    Post Graduate Diploma in Data Analytics, data science

    International Institute of Information Technology Bangalore logo International Institute of Information Technology
    2017 - 2018
    V

    BE Information Technology

    Visvesvaraya Technological University
    2009 - 2013

    Certificates

    I

    Data Science certification- Deep learning with Tensor Flow

    IIT
    H

    Big Data Certification

    Hortonworks
    A

    AWS Certified associate developer

    Amazon
    O

    Strategic Innovation program

    OxforOxford