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bhavna LalBL
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bhavna Lal

@bhavnalal

I drive product growth through experimentation, funnel analytics, and data-driven decision-making.

Singapore
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What I'm looking for

I'm looking to drive product and business decisions through experimentation, analytics, data engineering, and stakeholder-focused insights.

At Grab, I analyse pricing optimisation experiments, funnel metrics, and KPIs to inform product rollout and prioritisation decisions. I also investigate demand, supply, and revenue trade-offs through root-cause analysis.

I've modernised KPI dashboards across Southeast Asia by rebuilding supply logic, strengthening data mappings, and developing pipelines for faster product decision-making. Previously at Zurich Insurance, I built risk dashboards that contributed to a 35% reduction in risk exposure and 60% faster decision-making.

Across EXL Service, Vipul Constructions, and academic projects, I've delivered analytics automation, BI infrastructure, data pipelines, and GenAI products. I use Python, SQL, Power BI, Tableau, Spark, and LLM ecosystems to turn complex data into actionable business insights.

Experience

Work history, roles, and key accomplishments

VC

Freelance BI Developer

Vipul Constructions

Jan 2026 - Apr 2026 (3 months)

Owned the full BI lifecycle for client presentations, from data modeling to dashboard design, supporting government project cost forecasting and savings analysis. Architected the company's analytics infrastructure from the ground up.

Zurich Insurance logoZI

Data Science Intern

Jul 2024 - Sep 2025 (1 year 2 months)

Led design and implementation of insurance risk dashboards, improving underwriting and risk visibility, contributing to a 35% reduction in risk exposure and 60% faster decision-making. Automated end-to-end insurance reporting and data pipelines.

EXL Service logoES

Consultant

Jan 2023 - Jul 2024 (1 year 6 months)

Led data-driven pricing and performance analytics for monthly insurance marketing campaigns, improving buyer outreach by 40%. Designed and implemented a structured direct mail marketing process with financial and performance scoring.

EXL Service logoES

Business Analyst

Jul 2021 - Dec 2022 (1 year 5 months)

Led ETL processes and automation for 20+ insurance dashboards and reports, enhancing efficiency by 80% and reducing manual intervention and processing time by 50%. Recognized with the EXL Client Recognition Award.

ZS

Business Analyst Intern

Zenatix Solutions

Jan 2020 - May 2020 (4 months)

Developed and optimized real-time sales data pipelines, enabling lead scoring, sales forecasting, and up to 25% increase in conversion rates. Automated analytics workflows to cut operational time by 60% and boost data processing speed 4x.

Education

Degrees, certifications, and relevant coursework

National University of Singapore logoNS

National University of Singapore

Master of Science, Business Analytics

2024 - 2025

Activities and societies: Coursework included Analytics, Machine Learning, Artificial Intelligence & Neural Networks, Causal Inference (Hypothesis Testing), Operations Research, Blockchain & Smart Contracts Analytics.

Master of Science in Business Analytics from the National University of Singapore, completed between July 2024 and September 2025.

PU

Punjab Engineering College (Deemed to be University)

Bachelor of Technology, Electrical Engineering

2017 - 2021

Activities and societies: Awarded Institute Color; Certificate of Excellence; Certificate of Appreciation.

Bachelor of Technology in Electrical Engineering from Punjab Engineering College, completed between August 2017 and June 2021.

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