Muskan Vats

AI Researcher

Gurugram, Haryana, India4 yrs 8 mos experience

Highly Stable

Key Highlights

Expert in machine learning and predictive analytics.
Proven track record of driving revenue growth.
Strong collaboration skills across cross-functional teams.

Stackforce AI infers this person is a Data Science expert in the Gaming and Business Intelligence sectors.

Contact

Skills

Core Skills

Machine LearningStatistical ModelingData EngineeringData Visualization

Other Skills

Predictive ModelingClusteringStatistical Risk AssessmentData PipelinesA/B TestingFeature EngineeringSQLAWS AthenaTableauMLOpsAWS SageMakerML Model Deployment on CloudModel Evaluation and ValidationAmazon Web Services (AWS)Machine Learning Operations

About

As a Data Scientist with a Master’s in Statistics, I specialize in machine learning, predictive analytics, and data-driven decision-making to drive business impact. With over 4 years of experience, I have successfully developed and deployed ML models and statistical solutions that enhance decision-making and optimize business processes. I am AWS Certified in Machine Learning – Specialty, showcasing my expertise in building scalable ML solutions on cloud infrastructure. Beyond technical skills, I have a strong background in stakeholder management, collaborating across teams to translate complex data insights into actionable business strategies. I am passionate about solving real-world problems through data science, AI, and analytics and am keen on opportunities that allow me to make a global impact. Skills: Machine Learning, Predictive Analytics, Statistical Modeling, Python, SQL, AWS, Cloud ML Solutions, A/B Testing, Stakeholder Collaboration.

Experience

4 yrs 8 mos

Total Experience

4 yrs

Average Tenure

8 mos

Current Experience

Coursera

AI Specialist

Sep 2025 – Present · 8 mos · Remote

Junglee games

2 roles

Data Scientist II

Promoted

Jul 2023 – Sep 2025 · 2 yrs 2 mos · Gurugram, Haryana, India · Hybrid

Leveraged advanced statistical modeling and ML techniques to develop predictive models, driving an 18% increase in revenue and 6% improvement in customer retention.
Led responsible gaming efforts, applying statistical risk assessment across 3 major game platforms, proactively identifying high-risk users.
Developed segmentation models using clustering and probability-based techniques, enabling targeted marketing strategies.
Applied rigorous statistical methodologies (hypothesis testing, Bayesian inference) to optimize data-driven decision-making across teams.
Collaborated with CX, Product, and Engineering to integrate AI-driven fraud detection and improve operational efficiencies.

Statistical ModelingMachine LearningPredictive ModelingClusteringStatistical Risk Assessment

Data Scientist I

Aug 2021 – Jun 2023 · 1 yr 10 mos · Gurugram, Haryana, India · Hybrid

Designed and implemented data pipelines (SQL, AWS Athena), ensuring accurate and efficient data flow for business intelligence.
Developed interactive dashboards (Tableau), enabling stakeholders to access statistical insights with ease.
Enhanced ML models through feature engineering and statistical preprocessing, improving predictive power.
Conducted in-depth A/B test analysis, using statistical significance testing to assess feature and marketing performance.
Promoted to Data Scientist II for applying statistical expertise to drive business impact and stakeholder collaboration.

Data PipelinesData VisualizationA/B TestingFeature EngineeringData EngineeringMachine Learning