Quantum + AI Scholar
Womanium
- Solve NP-hard problems such as Travelling salesman, max cut graph problem, graph coloring problem with quantum annealing on D-wave hardware. - Deployed simple algorithms such as phase flip, multi-controlled gate, circuit optimization using Classiq. - Won "QHack 2023: Victory" Badge on Pennylane. - Working on automatically identifying the defects in welding production using Quantum Machine Learning.
Lead ML Engineer
Dunnhumby
- Led a team of 15+ engineers working across 20+ countries around the world, owning 12+ personalization solutions. - Optimized spark code resulting in a 65% reduction in run times and costs. - Reviewed peer codes and prepared deployment documentation to ensure adherence to coding standards and best practices. - Collaborated with cross-functional teams to gather requirements and translate them into scalable software solutions.
Senior ML Engineer
Dunnhumby
- Deployed scalable spark ML pipelines with comprehensive logging and unit test cases resulting in a 40% reduction in system downtime and errors in production. - Automated CI/CD pipelines for automation of unit testing, build new release tag and deploy on production environment. This resulted in 25% less manual efforts and 56% less manual errors.
Global Quantum Scholar
Womanium
- Learnt and deployed quantum circuits using Qiskit and Cirq. - Deployed Max cut graph algorithm using Grover Search. - Deployed QKD algorithms for secure network. - Solved Travelling Salesman Problem using QUBO formulation. - Wrote a novel on wattpad to spread knowledge of quantum in fun and easy way.
Senior Applied Data Scientist
Dunnhumby
- Designed targeted marketing campaigns for giant retail companies and suppliers such as Tesco, Coca-cola, etc. yielding 6X ROI. - Effectively conveyed complex technical concepts and findings to stakeholders with clarity and brevity, resulting in a 35% increase in stakeholders’ engagement score.
Applied Data Scientist
Dunnhumby
- Created segmentation to identify the time slot when frequent shopping is done, saving 20% cost, and yielding 4X ROI when campaign done for identified time slots. - Developed customer journey identifying touch points for customers to better target them, contributing to 43% more profit.
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