Aditya Kumar

Developed a carbon emissions estimation tool for the value chain by integrating internal data and web-scraped data, utilizing causal modelling techniques to enhance transparency in calculations. Created a conversational portfolio management tool tailored for fund management firms, assisting decision-making processes, using LLMs. Increased vehicle occupancy efficiency by 21% and reduced overall distance travelled by 33% by implementing vehicle routing optimization solutions. Built T5-trained chatbot for descriptive and predictive analytics with 90% accuracy, saving 200+ hours of computation. Deployed an automated time series model to forecast product demand based on historical sales data, reducing excess inventory costs by 10%. Automated Amazon product review extraction using Selenium, analysing the sentiments for 10000+ reviews daily with an accuracy of 93%. Employed named entity recognition for data wrangling to make the analysis more insightful.

Designed a cost-effective hip-level exoskeleton, reducing costs by 70%. Identified key cost drivers and implemented innovative solutions for material selection, manufacturing processes, and design optimization. Attained 99% accuracy in control strategy for transfemoral amputees’ mobility. Selected and integrated appropriate sensors to capture key biomechanical data. Led grant applications, securing government funding based on customer insights from 100+ interviews. Analyzed market trends and identified unmet needs to justify the project’s value proposition. Managed a team of 4 interns to efficiently complete projects.