Simran Bansal

CEO

Bengaluru, Karnataka, India6 yrs 7 mos experience
Highly Stable

Key Highlights

  • Expert in machine learning and data analysis.
  • Achieved significant cost reductions through innovative solutions.
  • Recognized as Employee of the Year for outstanding contributions.
Stackforce AI infers this person is a Data Science expert with a focus on Supply Chain and Operational Efficiency.

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Skills

Core Skills

Data AnalysisMachine Learning

Other Skills

ARIMAAmazon Web Services (AWS)Analytical TechniquesAnalyticsAzureBusiness AnalysisBusiness DevelopmentBusiness ProcessBusiness Process ImprovementBusiness RequirementsBusiness StrategyCommunicationCompetitive AnalysisCustomer Relationship Management (CRM)Data Extraction

About

As a skilled Data Scientist specializing in data analysis, visualization, machine learning, and generative AI, I bring a robust skill set and academic background, holding a Master's degree in Computer Applications specializing in Data Science from Glocal University, complemented by a Bachelor's degree in the same field. Currently, I collaborate with diverse clients, leveraging advanced tools such as Excel, SQL, Power BI, and Tableau to deliver bespoke solutions that optimize decision-making and operational efficiency. My expertise spans exploratory data analysis, predictive modeling, and developing sophisticated revenue management systems tailored for the hospitality sector. During my tenure as a Business and Operations Analyst at Monsoon Agro Chemicals, I spearheaded initiatives in cost analysis, ERP migration, and vendor management, achieving significant efficiency gains. I specialized in deploying machine learning models to optimize supply chains and forecast demand, driving substantial cost savings. As a Project Trainee at The Oberoi Group and an intern at Frasers Hospitality, I immersed myself in revenue management, data analytics, and collaborative project environments. These experiences refined my skills in leveraging data analytics and visualization tools to enhance revenue strategies and operational insights. My technical proficiency includes expertise in statistical and machine learning techniques such as supervised and unsupervised learning, reinforcement learning, and hyperparameter tuning. I am proficient in programming with tools like Alteryx, Jupyter, and ETL, and possess deep knowledge of AI/ML libraries including TensorFlow, scikit-learn, and applications in deep learning, NLP, and large language models (LLMs). Cloud technologies such as Azure and GCP complement my skill set, enabling scalable and efficient data solutions. Throughout my career, I have been recognized for achievements such as "Employee of the Year" at Monsoon Agro Chemicals and excelling academically with a top rank in class 12. I also completed a program in Hospitality Management and Leadership, enriching my leadership skills and understanding of industry dynamics. Inspired by the teachings of the Bhagavad Gita and guided by 'Karma Yoga,' I approach my work with dedication, integrity, and a commitment to delivering impactful results. Each challenge presents an opportunity for growth and transformation, reinforcing my belief that true success comes from aligning actions with purpose and serving the greater good.

Experience

6 yrs 7 mos
Total Experience
1 yr 6 mos
Average Tenure
6 mos
Current Experience

Run ai intelligence pvt ltd

Chief Data Officer

Dec 2025Present · 6 mos · Delhi, India · On-site

Turing

LLM Python Data Science Engineer

Aug 2024Present · 1 yr 10 mos · Bengaluru, Karnataka, India · Remote

Monsoon agro chemicals pvt. ltd.

Business & Operations Analyst

Apr 2020Dec 2023 · 3 yrs 8 mos · Delhi, India · Hybrid

  • Data Management & Reporting: Utilized Excel, SQL, & Power BI for comprehensive data preparation, analysis, & dynamic visualizations, optimizing decision-making & operational efficiency. Integrated MongoDB for scalable big data management, ensuring robust data handling & analytics capabilities.
  • SCM: Optimized supply chain management using SQL, Pandas, & Power BI to collect & analyze data, develop forecasting models (ARIMA, Prophet), & create regression models for inventory optimization, resulting in improved efficiency, reduced stock-outs, & timely deliveries.
  • Optimizing BOM Cost impact with ML: Started with Exploratory Data Analysis (EDA) to understand raw material price trends. Utilized regression models (Linear, Ridge, Lasso) and SARIMAX time series models from scikit-learn and statsmodels to predict prices. Implemented these models for real-time BOM updates, achieving a 3% cost reduction. Leveraged Azure for scalable ML models and cloud-based data integration.
  • Vendor Management & Procurement: Implemented a machine learning-driven vendor fraud detection system using scikit-learn & SQL databases. Employed Logistic Regression with SMOTE, oversampling, & undersampling for data balancing. Conducted anomaly detection & predictive analytics to optimize procurement processes & standardized procedures, achieving 5% efficiency gain & enhanced vendor quality.
  • Transformation with Data-Driven Efficiency: Transformed a labour-intensive manufacturing facility to semi-automatic using data-driven insights & advanced tools like descriptive analytics, statistical modeling, regression analysis, clustering, & hypothesis testing on different machine outputs. Resulted in a 150% increase in production capacity & operational efficiency with minimal investment.
ExcelSQLPower BIMongoDBPandasARIMA+6

The oberoi group

Analyst

Aug 2019Mar 2020 · 7 mos · New Delhi, Delhi, India

  • Demonstrated outstanding communication skills by engaging with guests and coordinating with the
  • service team, ensuring exceptional guest satisfaction and seamless service delivery.
  • Collaborated with multiple departments to implement sales optimization and inventory management
  • strategies, improving guest turnover rates and demonstrating proficiency in dashboard creation.

Frasers hospitality

Internship Trainee

Jan 2018Jul 2018 · 6 mos · Bangkok, Bangkok City, Thailand · On-site

  • Diverse roles in hospitality, cross-department collaboration, exceptional admin skills, managed timesheets, and handled client inquiries effectively.

Education

Glocal University

Master of Computer Applications - MCA — Computer/Information Technology Administration and Management

Jun 2022Jun 2024

Indian Institute of Technology, Madras

Advance Certification in Data Science & Artificial Intelligence — Data Analytics and Visualizations

Mar 2023Oct 2023

Glocal University

Bachelor of Computer Applications (BCA) degree — Information Technology

Jun 2019Jun 2022

Vedatya

Program in Hospitality Management & Leadership

Jan 2016Jan 2019

Happy Home Public School

12TH — Commerce with Informatics & Practices

Apr 2015Mar 2016

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