Vaibhav Kumar

Vaibhav Kumar Email and Phone Number

Data Scientist at DiGGrowth @ DiGGrowth
Vaibhav Kumar's Location
Sahibzada Ajit Singh Nagar, Punjab, India, India
About Vaibhav Kumar

Data Scientist with 2+ years of experience using ML algorithms. Extensive knowledge of statistics and Python. Proficient in Sklearn, TensorFlow, Numpy, Pandas, and Matplotlib. Experience in fine-tuning large language models and transformers for NLP tasks.

Vaibhav Kumar's Current Company Details
DiGGrowth

Diggrowth

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Data Scientist at DiGGrowth
Vaibhav Kumar Work Experience Details
  • Diggrowth
    Data Scientist
    Diggrowth Nov 2022 - Present
    India
    Architected and implemented a generative AI system customized for precise question answering within table-based scenarios. Furthermore, executed fine-tuning of the foundational transformer-based large language model.Developed a machine learning algorithm to determine the propensity score for lead-to-customer conversion. Used propensity score to inform business decisions and improve conversion rates by 20%.Developed and implemented a Markov Chain Attribution Model and Shapley attribution Model to analyze the customer journey and identify the most effective touchpoints for conversion. Improved conversion rates by 10% by leveraging insights from the model to optimize marketing strategies.Developed and implemented a machine learning algorithm for budget optimization with carry-over effect and diminishing effect. Achieved a 15% increase in conversion rates and a 20% reduction in marketing costs. Presented findings to stakeholders using visualizations and statistical metrics.Developed and deployed a resume parser to extract information from resumes using generative AI and fetch photos from resumes using a face detection algorithm.
  • Growth Natives
    Data Scientist
    Growth Natives May 2022 - Present
    Sahibzada Ajit Singh Nagar District, Punjab, India
    Collaborated with the data engineering team to design and implement ETL processes for large datasets, including data cleansing, transformation, and storage.Worked with Flask and FastAPI web frameworks to develop and deploy machine learning models as RESTful APIs for real-time predictions.

Vaibhav Kumar Education Details

Frequently Asked Questions about Vaibhav Kumar

What company does Vaibhav Kumar work for?

Vaibhav Kumar works for Diggrowth

What is Vaibhav Kumar's role at the current company?

Vaibhav Kumar's current role is Data Scientist at DiGGrowth.

What schools did Vaibhav Kumar attend?

Vaibhav Kumar attended Lovely Professional University.

Not the Vaibhav Kumar you were looking for?

  • Vaibhav Kumar

    Technology Professional | Large Scale Iot Projects I Iit Roorkee Alumnus
    Delhi, India
    2
    dimts.in, gmail.com
  • Vaibhav K.

    Data Research & Operations Analyst @ Jindal Healthcare | Power Bi | Sql | Advanced Excel | Statistics | Ml | Dl | Llm
    Delhi, India
  • 3
    gmail.com, artechinfo.com, nrconsultingservice.com

    3 +197396XXXXX

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