Kavish Goyal
@kavishgoyal
Data scientist focused on ML/Generative AI to reduce risk and boost customer retention.
What I'm looking for
I am a results-driven data scientist with hands-on experience building production ML systems across gaming and financial services. I have delivered measurable business impact — reducing churn, lowering NPAs, increasing approvals and revenue — while implementing MLOps pipelines to automate prediction and retraining.
I specialize in credit-risk models, RAG-based retrieval systems and retention analytics, and I combine deep learning, tree-based learners and MLOps to move models from experiment to production. I prioritize robust evaluation, operational efficiency and minimizing model hallucination in generative solutions.
Experience
Work history, roles, and key accomplishments
Data Scientist II
Deltatech Gaming Pvt. Ltd.
Dec 2024 - Present (10 months)
Implemented churn and retention models that reduced monthly churn by 40%, improved retention by up to 20% and increased revenue by 8%; led player profiling and AWS MLOps pipelines that boosted operational efficiency over 90%.
Associate Data Scientist
PayMe India Financial Services
Aug 2022 - Oct 2024 (2 years 2 months)
Developed and deployed credit risk models that reduced NPAs by up to 40%, lowered defaults by 15–16% and increased approval rates; built RAG-based credit chatbot achieving 94% nDCG and reduced hallucinations by >95%.
Associate Data Scientist
Zucol Solutions Pvt. Ltd.
May 2021 - Dec 2021 (7 months)
Performed EDA and developed ML/DL models using Scikit-Learn, TensorFlow and PyTorch; operationalized predictive models with Django/Flask/Streamlit to integrate with business applications.
Education
Degrees, certifications, and relevant coursework
College of Technology and Engineering, Udaipur
Bachelor of Technology, Electrical Engineering
Grade: GPA 6.5
Activities and societies: Project presentation on Hyperloop Technology; 3-phase induction motor simulation; completed 'Artificial Intelligence Search Methods for Problem Solving' certification.
Bachelor of Technology in Electrical Engineering with projects on Hyperloop technology presentation and 3-phase induction motor simulation; awarded a GPA of 6.5.
Availability
Location
Authorized to work in
Job categories
Skills
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