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Kavish Goyal

@kavishgoyal

Data scientist focused on ML/Generative AI to reduce risk and boost customer retention.

India
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What I'm looking for

I seek roles where I can apply ML and MLOps to productionize models, drive measurable business impact, mentor teams, and work on generative/NLP systems with strong evaluation and engineering practices.

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

PS

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%.

ZL

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

CU

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.

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Kavish Goyal - Data Scientist II - Deltatech Gaming Pvt. Ltd. | Himalayas