Shubham Kumar Karn

Shubham Kumar Karn Email and Phone Number

Data Scientist | Ex - PPC | Ex - Accenture @ Signify
eindhoven, north brabant, netherlands
Shubham Kumar Karn's Location
Delhi, India, India
About Shubham Kumar Karn

Results-driven Data Scientist with over 3+ years of hands-on experience in data science and machine learning. Deep understanding of machine learning and deep learning methods and a passion for transforming complex data into actionable strategies. I don't see machine learning as a black box thing. I see machine learning as a beautiful combination of different sections of mathematics.

Shubham Kumar Karn's Current Company Details
Signify

Signify

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Data Scientist | Ex - PPC | Ex - Accenture
eindhoven, north brabant, netherlands
Website:
signify.com
Employees:
7910
Shubham Kumar Karn Work Experience Details
  • Signify
    Data Specialist
    Signify Apr 2024 - Present
    Gurugram, Haryana, India
  • Purchasing Power
    Data Scientist
    Purchasing Power Jan 2023 - Apr 2024
    Chennai, Tamil Nadu, India
    ALS(Alternate least square) ModelSuccessfully implemented a collaborative filtering recommendation system using the Alternating Least Squares (ALS) model, a matrix factorization algorithm, to provide personalized recommendations based on user-item interactions. Developed the recommendation engine for a customer base of 250k and product base of more than 50k which captures around 20% of the revenue, with 25% of user conversionsFTB ModelDeveloped a propensity model and provide a… Show more ALS(Alternate least square) ModelSuccessfully implemented a collaborative filtering recommendation system using the Alternating Least Squares (ALS) model, a matrix factorization algorithm, to provide personalized recommendations based on user-item interactions. Developed the recommendation engine for a customer base of 250k and product base of more than 50k which captures around 20% of the revenue, with 25% of user conversionsFTB ModelDeveloped a propensity model and provide a quantifiable score to the registrants indicating their probability to make first order in the next month . Successfully expanded the propensity model from 4 to 20 clients and later to all affiliate clients. Rigorously tested and validated, resulting in top deciles consistently outperforming default response rates(0.84%). Show less
  • Accenture
    Application Development Associate (Machine Learning)
    Accenture Feb 2021 - Jan 2023
    Gurugram, Haryana, India
    Advocacy modelSuccessfully implemented a data-driven approach to segment customers into 7 distinct clusters enabling more personalized marketing strategies . This resulted in improved customer engagement and loyalty through targeted offers and promotionsRFM AnalysisImplemented RFM (Recency, Frequency, Monetary) analysis to segment customers into 4 clusters with RFM bands (1-4) for each parameter. Collaborated with cross-functional teams to translate RFManalysis results into… Show more Advocacy modelSuccessfully implemented a data-driven approach to segment customers into 7 distinct clusters enabling more personalized marketing strategies . This resulted in improved customer engagement and loyalty through targeted offers and promotionsRFM AnalysisImplemented RFM (Recency, Frequency, Monetary) analysis to segment customers into 4 clusters with RFM bands (1-4) for each parameter. Collaborated with cross-functional teams to translate RFManalysis results into personalized marketing campaigns . Show less

Shubham Kumar Karn Skills

Data Science Data Analysis Machine Learning Data Manipulation Pandas Scikit Learn Matplotlib Numpy Html5 Cascading Style Sheets Python

Shubham Kumar Karn Education Details

Frequently Asked Questions about Shubham Kumar Karn

What company does Shubham Kumar Karn work for?

Shubham Kumar Karn works for Signify

What is Shubham Kumar Karn's role at the current company?

Shubham Kumar Karn's current role is Data Scientist | Ex - PPC | Ex - Accenture.

What schools did Shubham Kumar Karn attend?

Shubham Kumar Karn attended Appliedai, Maharaja Surajmal Institute Of Technology, Kendriya Vidyalaya.

What skills is Shubham Kumar Karn known for?

Shubham Kumar Karn has skills like Data Science, Data Analysis, Machine Learning, Data Manipulation, Pandas, Scikit Learn, Matplotlib, Numpy, Html5, Cascading Style Sheets, Python.

Who are Shubham Kumar Karn's colleagues?

Shubham Kumar Karn's colleagues are Jonas Eriksson, Mayang Lestari, Gisela López, Akhmad Denny Mardiansyah, Ole Søndergaard, Adrian Arias Alva, Frank Bos.

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