Soumyadeep Ganguli

Data Scientist

Bengaluru, Karnataka, India0 mo experience
AI EnabledAI ML Practitioner

Key Highlights

  • Achieved 82% forecast accuracy using Facebook Prophet.
  • Developed CNN models with 83% accuracy for celebrity recognition.
  • Specialized in advanced marketing analytics and demand planning.
Stackforce AI infers this person is a Data Science professional with expertise in predictive analytics and machine learning in the CPG and fashion industries.

Contact

Skills

Core Skills

Data ScienceMachine Learning

Other Skills

Advanced Marketing AnalyticsAnalytical SkillsAnalyticsArtificial Intelligence (AI)Business CommunicationComputer ScienceComputer VisionConvolutional Neural NetworksData AnalysisData ModelingData-Driven InsightsDeep LearningDemand PlanningExcelFeature Engineering

Experience

0 mo
Total Experience
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Average Tenure
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Current Experience

Mathco

Data Scientist

Jan 2024Present · 2 yrs 5 mos · Bengaluru · On-site

  • At MathCo, I specialize in advanced marketing analytics, time-series forecasting, and demand planning for major global brands. My work involves:
  • 🔹 Promotional Analysis & Optimization – Leveraging regression and interpolation techniques to assess promotional impact and improve marketing decision-making for one of North America’s largest food and beverage companies.
  • 🔹 Time-Series Forecasting – Conducting demand planning analysis for a leading American apparel and equestrian sports brand, identifying key seasonal trends and improving forecast accuracy.
  • 🔹 Data-Driven Insights – Using EDA, statistical modeling, and feature engineering to analyze sales trends and external factors (oil prices, leather prices, CPI Apparel), driving actionable business strategies.
  • 🔹 Predictive Modeling – Implemented Facebook Prophet at a product level for top-selling items, achieving ~82% forecast accuracy and enhancing supply chain planning.
  • I thrive on solving complex data challenges and extracting meaningful insights that drive business impact. Let’s connect! 🚀
Advanced Marketing AnalyticsTime-Series ForecastingDemand PlanningRegression TechniquesData-Driven InsightsPredictive Modeling+2

Personifwy : real time workforce insight & engagement

Machine Learning Intern

Mar 2022May 2022 · 2 mos · Work from Home

  • Project-Based Internship to apply the course knowledge to
  • real-world projects.
  • Computed Convolutional Neural Networks to build a model
  • which can recognize celebrity images with an accuracy of 83
  • per cent.
  • Using TensorFlow and MNIST dataset developed a program
  • to predict various fashion accessories and clothes.
  • Pioneered to build a confusion matrix which helps in
  • analyzing the model's performance on each label in the
  • dataset.
Convolutional Neural NetworksTensorFlowDeep LearningMachine Learning

Education

SRM IST Chennai

Bachelor of Technology - BTech — Electrical and Electronics Engineering

Jan 2019Jan 2023

St.Xaviers.Institution

Indian School Certificate — Science

Jan 2017Jan 2019

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Soumyadeep Ganguli - Data Scientist | Stackforce