Aswin Amal Kumar

Business Development Executive

Bengaluru, Karnataka, India5 yrs 6 mos experience

Key Highlights

  • Improved operational efficiency by 80% through automation.
  • Enabled $1B+ GMV tracking for strategic decision-making.
  • Delivered 25% ROI uplifts on marketing spend.
Stackforce AI infers this person is a Data Analyst specializing in E-commerce and EdTech sectors.

Contact

Skills

Core Skills

Data AnalysisPythonTableauCloud Computing

Other Skills

Multi Criteria Decision Analysisdata validationquality monitoringETL pipelinesGoogle BigQueryMIS trackerAdvanced SQLpandasnumpyCRMGoogle Apps ScriptSQLAmazon Web ServicesSagemakerMicrosoft Azure

About

I specialize in helping businesses and startups unlock growth by turning raw data into actionable insights. With 4+ years of experience across e-commerce, edtech, and consulting, I’ve built predictive models, dashboards, and automated pipelines that improved efficiency by up to 80%, enabled $1B+ GMV tracking, and delivered 25% ROI uplifts on marketing spend. My expertise covers Python, SQL, Tableau, Power BI, and cloud platforms (AWS, GCP) — backed by hands-on experience in predictive modelling, data governance, and large-scale reporting automation. I thrive at the intersection of analytics and strategy, ensuring leaders have the insights they need to make smarter, faster decisions. 🔹 What I offer: Startup Data Audits – uncover inefficiencies, risks & opportunities Automated Reporting – dashboards, ETL pipelines & self-serve analytics Predictive Modelling – demand, churn & growth forecasting Investor-Ready Insights – data-backed reports for fundraising & scaling 📩 Let’s connect if you’re looking to leverage data for smarter decision-making. Learn more at https://analyticsbyash.framer.ai/

Experience

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

Meesho

Senior Business Analyst

Dec 2025Present · 6 mos · Bengaluru, Karnataka, India

Flipkart

Data Analyst - Planning

Mar 2025Dec 2025 · 9 mos · Bengaluru, Karnataka, India

  • Built a sophisticated ranking mechanism using Multi Criteria Decision Analysis, improving inventory replenishment efficiency by 45%.
  • Designed out of stock root cause analysis framework for data validation and quality monitoring across multiple data sources, boosting actionable efficiency by 75%.
  • Built a pre-emptive Purchase Order (PO) error flagging tool that boosted team efficiency by 40%.
  • Automated ETL pipelines in Flipkart Grocery using Google BigQuery and Python, improving operational efficiency by 80%.
  • Developed an MIS tracker to monitor $1B+ GMV, enabling data-backed negotiation strategies and vendor leverage.
Multi Criteria Decision Analysisdata validationquality monitoringETL pipelinesGoogle BigQueryPython+2

Upgrad

Data Analyst - II

Dec 2022Mar 2025 · 2 yrs 3 mos · Bengaluru, Karnataka, India

  • Tracked sales funnel metrics using Tableau dashboards, Advanced SQL, and Python (pandas, numpy) libraries.
  • Led analytics ecosystem by collaborating with data engineering team and Leadsquared (CRM tool) team, taking end to end ownership in KPIs reporting and dashboard development.
  • Took ownership of creating and maintaining MIS reports and trackers suiting business needs including visitors, leads, spends and revenue tracking.
  • Optimized and tweaked legacy SQL queries on the system, thereby increasing server efficiency.
  • Provided descriptive analytics on marketing and website activity (using Clevertap) data to business leaders for
  • proactive campaign, spend and revenue optimization.
  • Built impact analysis reports on campaigns, guiding leadership team with optimization strategies.
  • Provided prescriptive analytics on impact of marketing channels using Pearson coefficient and distance correlation.
  • Developed automated frameworks (Cronjobs, Google Apps Script) boosting analysis efficiency by 90%.
  • Led data-driven strategy for spend optimization resulting in 50% reduction in marketing spends.
TableauAdvanced SQLPythonpandasnumpyCRM+2

Tredence inc.

Analyst

Jun 2021Dec 2022 · 1 yr 6 mos · Bengaluru, Karnataka, India

  • CemQ
  • Train and run ML models in Amazon Web Services using Sagemaker service.
  • Responsible for feature engineering and optimizing model’s performance significantly.
  • Planning Analytics
  • Driving supply chain focused insights from large scale client data connected via Microsoft Azure.
  • Responsible for restoring data model, building KPIs and bringing down the dashboard’s refresh time
  • Spend Rationalization
  • Responsible for handling client’s spend data from snowflake server, draw key insights and flawlessly illustrate them in Power BI dashboard
Amazon Web ServicesSagemakerMicrosoft AzurePower BIData AnalysisCloud Computing

Tech mahindra

Business Intelligence and Analytics intern

Oct 2020Nov 2020 · 1 mo · Bhubaneswar, Odisha, India

  • Worked on a Proof of Concept to be presented to World Health Organization for a real time interactive data visualization dashboard based on ASP.NET Framework using Kendo UI packages and Telerik reporting via Visual Studio 2017.

Indian institute of management bangalore

2 roles

Winter Intern

Dec 2019Jan 2020 · 1 mo

  • Influencer marketing as a win-win strategy for brands and digital Influencers in the ambitious Indian Market.
  • In this project, I performed spadework in helping realize the importance of digital media as a source of multi-level strategic marketing bringing influencers and brands to synergy, how this tactic has aided in the flourishing of both the parties involved (with references to a manifold of instances), and a broader coverage of influencer marketing nuances.

Winter Intern

Dec 2019Dec 2019 · 0 mo

  • Leveraging Affiliate marketing for passive income with an Indian retrospect using digital tools
  • Under the able guidance of Prof. Seema Gupta, I researched on the multitude of aspects contributing to the success of affiliate marketers, in which accessing digital tools have played a major role. By giving an Indian retrospect, I was able to draw in insights as to how affiliate marketing can flourish profoundly in India’s thriving economy.

Nit rourkela model united nations

Under Secretary General

Nov 2018Apr 2019 · 5 mos · Rourkela, Odisha, India

Ug souvenir, nit rourkela

Content Designer

Oct 2018Feb 2019 · 4 mos · Rourkela, Odisha

Education

National Institute of Technology Rourkela

Bachelor's degree — Materials Engineering

Aug 2017Jun 2021

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