Aman Dewangan
Data Science Consultant @ Accenture Strategy | IIM Kashipur | Ex - Vedanta Resources Plc | Gold Medalist- NIT Raipur
- Role
- Data Science Consultant at Accenture
- Location
- Mumbai, MH, IN
- LinkedIn followers
- 500 followers
About Aman Dewangan
Data Science Consultant | Strategy & Analytics | Problem-Solver | LLM | Agentic AI EnthusiastA dynamic Data Science Consultant at Accenture Strategy, I specialize in leveraging analytics, machine learning, and AI-driven insights to solve complex business challenges. With a unique blend of strategic thinking, technical expertise, and hands-on industry experience, I translate data into actionable strategies that drive growth and efficiency. Key Strengths: Data Science & Advanced Analytics Digital Business & AI Strategy Consulting & Business TransformationWith a background in strategy, digital transformation, and analytics, I bring a rare mix of creativity, innovation, and structured problem-solving to the table. My past experience in managing high-impact projects and leading cross-functional teams ensures that solutions are not just theoretically sound but also practical, scalable, and business-focused.Beyond work, I\'m an artist at heart, an analytical thinker, and a lifelong learner who enjoys exploring new technologies and industry trends. If you\'re interested in discussing data-driven decision-making, AI adoption, or innovative business strategies.
Experience
Data Science Consultant
Jun 2023 — Present · Mumbai, IN
Multi-Touch Attribution Model Development:Built a comprehensive Markov Chain-based Multi-Touch Attribution Model for a large telecom company to measure touchpoint impact on user conversions. Managed end-to-end data engineering and data science activities including data acquisition, exploratory data analysis, ETL pipeline creation, model development, and validation. Delivered actionable insights that improved attribution accuracy and enabled more effective marketing strategies. • Geo-Based Analytics Product \"LENSES\": Developed an enterprise-grade geo-analytics platform analyzing third-party POI data with advanced de-duplication using FuzzyWuzzy logic, NLP-based harmonization and categorization. Implemented priority area and outlet scoring using machine learning techniques, conducted comprehensive market size analysis with Euromonitor and GlobalData integration. Created sophisticated 3D market models at country category-channel levels, achieving 70% manual effort reduction through Python automation. Developed functional dashboards in Tableau, PowerBI, and Looker, culminating in patent filing for the innovative approach. • Enterprise Dashboard Development Designed and developed visually compelling Power BI and Tableau dashboards integrating multiple offerings. Collaborated with stakeholders to meet complex business requirements while ensuring optimal user experience and performance. • Led Market Mix Modelling initiatives using Bayesian methods with PyMC3 to evaluate media effectiveness and incrementality. Developed hierarchical Bayesian models for multi-channel ROI estimation and optimization for Fortune 500 clients. Delivered a 25% improvement in marketing ROI, driving data-informed budget allocation decisions.
Education
National Institute of Technology Raipur
Bachelor of Technology - BTech, Metallurgical Engineering
2013 — 2017
Indian Institute of Management Kashipur
Master of Business Administration - MBA, Analytics, General Management
2019 — 2021
Krishna Public School - India
Science
2003 — 2013
Find verified contacts for anyone on LinkedIn
Unifers gives sales teams verified emails and direct dials, enriched profiles, and outreach that lands in the inbox.
Free plan included · No credit card required
This profile is compiled from publicly available professional sources. Unifers is not affiliated with or endorsed by LinkedIn. Request removal of this profile.