Sanofi Device Innovation Challenge

Team of 5

Developed SanoFit, an innovative on-body drug delivery system featuring an indwelling needle to minimise repeated punctures, a vibration motor for pain relief, and a no-slip band for stability. Integrated redundant safety mechanisms, real-time user feedback, and smart connectivity to deliver drug volumes up to 25 mL.

Final pitch

Team of 5

Used a fine-tuned audio transformer model and OpenAI's Whisper to detect deepfakes and impersonators in client audio recordings of private bank Julius Bär. Packaged and deployed a user-friendly application using Firebase and Docker.

Team of 4

Solar PV forecasting and trading challenge by Axpo. Developed two separate models for the intraday and spot market powered by XGBoost.

START Hack

Team of 4

Developed an educational farming game for Syngenta. Used satelite data and public APIs to simulate influence of farming decisions on soil quality and plant growth

Team of 4

Real time $TSLA stock volatility forecasting competition using Optibook. Constrained to linear model including given observables (OIL, MACRO_VOL, FORD_VOL, YIELDS, MUSKPOP..)

Individual Participation

Image classification of rock, paper, scissors images, evaluated through model accuracy. Final accuracy: 92%; Fine-tuned resnet18

Team of 4

Solved a confidential challenge provided by D ONE.

Individual Participation

Solved second-most MATLAB cody challenges in 1 hour.

Team of 4

Google Developers Student Club (GDSC) Hackathon in collaboration with Picnic. We built a custom model that allows employees to reliably detect fraud in customer payments.

Team of 2

Built a solution to produce Evonik's chemical products in a decentralized way.

Hack4Good

Team of 4

Helped Helvetas in a 8-week pro-bono Data Science Hackathon to monitor the impact of trail bridges that connect communities in Nepal. Final report can be accessed here.