Open to opportunities

Kavish Goyal

@kavishgoyal

Message

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

India

Message

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

Current

Data Scientist II

Current

Deltatech Gaming Pvt. Ltd.

Dec 2024 - Present (1 year 6 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%.

Churn Modeling RFM Analysis SQL Python XGBoost Airflow AWS Sagemaker Snowflake Holistics

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%.

Risk Modeling Logistic Regression XGBoost MLFlow Faiss fastAPI Docker SQL

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.

Python scikit learn TensorFlow PyTorch Django Flask Streamlit SQL

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.