Aditya Rai

CEO

Gurugram, Haryana, India8 yrs 8 mos experience

AI ML PractitionerAI Enabled

Key Highlights

Over 8 years of experience in data and AI systems.
Led national scale forecasting and decision systems.
Expert in GenAI system design and MLOps.

Stackforce AI infers this person is a Data Science and AI expert with a focus on E-Commerce and Healthcare industries.

Contact

Skills

Core Skills

Data ScienceMachine LearningArtificial Intelligence (ai)Data VisualizationBusiness Analytics

Other Skills

AnalyticsSupply Chain ManagementE-CommerceMLOpsApplied MLTeam BuildingTeam ManagementStrategyLeadershipNatural Language Processing (NLP)Deep LearningPython (Programming Language)GenAI System DesignR (Programming Language)Programming Languages

About

With over 8 years of experience, I focus on designing and implementing data, machine learning (ML), and generative AI (GenAI) systems that streamline complex processes to empower data-driven business decisions. As General Manager - Data at Honasa Consumer Ltd., I lead efforts to build forecasting, demand planning, and decision systems at a national scale, while driving measurable outcomes across commerce, supply chain, and growth. My role spans owning the data product strategy, collaborating with CXOs and cross-functional teams, and mentoring data science and analytics teams. My expertise includes GenAI system design, MLOps, and applied ML, which I leverage to create innovative solutions tailored to address real-world operational challenges. My approach emphasizes a pragmatic balance between models, systems, and execution to optimize decision velocity. Passionate about applied GenAI, I aim to transform cognition-heavy workflows and enhance decision-making through scalable, impactful data systems.

Experience

8 yrs 8 mos

Total Experience

1 yr 6 mos

Average Tenure

1 yr 6 mos

Current Experience

Honasa consumer ltd.

General Manager - Data

Nov 2024 – Present · 1 yr 6 mos · Gurugram, Haryana, India

Own Data, Analytics, ML & GenAI across commerce, supply chain, and growth
Build forecasting, demand planning, and decision systems at national scale
Lead data product strategy from problem framing to business adoption
Partner with CXO, business, and tech leaders to drive measurable outcomes
Lead and mentor data science and analytics teams

AnalyticsData ScienceSupply Chain ManagementE-CommerceMachine LearningMLOps+2

Dr. reddy's laboratories

2 roles

Lead Data Scientist

Promoted

Oct 2023 – Feb 2025 · 1 yr 4 mos · Hyderabad, Telangana, India

Optimization Strategy & Execution: Led development of multi-objective optimization engines using Genetic Algorithms and metaheuristics for manufacturing scheduling and truck-load planning, delivering ~10% efficiency gains across plant operations.
GenAI Product Architecture: Architected and Developed an MCP-based GenAI knowledge system enabling frontline teams to query SOPs and recipe logic, significantly improving decision-making speed and operational support quality.
Data Asset Modernization: Drove digitization of legacy manufacturing documentation by building robust OCR and computer-vision pipelines, unlocking unstructured data for downstream analytics and predictive modeling initiatives.
Technical Leadership & MLOps: Established ML engineering and MLOps best practices to accelerate production deployments, mentored data scientists, and partnered with operations leadership to ensure sustained adoption and measurable ROI.

Machine LearningTeam ManagementStrategyArtificial Intelligence (AI)LeadershipNatural Language Processing (NLP)+4

Senior Data Scientist

Jul 2021 – Oct 2023 · 2 yrs 3 mos · Hyderabad, Telangana, India

Bankbazaar india

2 roles

Data Scientist 2

Apr 2020 – Jun 2021 · 1 yr 2 mos

Data VisualizationR (Programming Language)Programming LanguagesPython (Programming Language)Predictive ModelingBusiness Analytics+6

Data Scientist

Mar 2019 – Apr 2020 · 1 yr 1 mo

1. Created propensity models for the number of products. "Targetting Right customer with Right Product".
2. Hyper-personalizing the offers by leveraging artificial intelligence (AI) and real-time data to deliver more relevant content, product, and service information to each user.

Data VisualizationR (Programming Language)Programming LanguagesPython (Programming Language)Predictive ModelingBusiness Analytics+5

Merilytics inc.

Data Scientist

Jun 2018 – Mar 2019 · 9 mos · Hyderabad Area, India

1. Developed time series sales forecasting Model using ARIMAX and FBForecast algorithm to help the client to determine sales volumes prior to 9-11 weeks and improve the supply chain process.
2. Analysed and estimated the menu prices for different items at different locations for a restaurant chain. Contributions include extracting, cleaning and transformation data. NLP, Python, Request.
3. Customer Deduplication: Identifying the same customer in different data warehouses and eliminating redundant data copies of millions of customers and reduces storage overhead.
4. Developed sentiment model from the last week reviews on different platform like Yelp, Facebook and warehouse & finding the recent issues and complaints location wise.

Microsoft Power BIData VisualizationR (Programming Language)Programming LanguagesPython (Programming Language)Business Analytics+4

Amazon

Data Scientist

Jul 2017 – Dec 2017 · 5 mos · Hyderabad Area, India

1. As a part of the Last Mile Analytics team worked on projects like predicting the number of shipments a station will receive on any BAU day using Machine learning techniques.
2. Predicting the fluctuations in shipment# due to any Non-Business as Usual scenario.
3. Created a Django dashboard to present forecasting.

R (Programming Language)Programming LanguagesPython (Programming Language)Statistical ModelingJupyterStatistics