- Course: CS 111X – Introduction to Programming in Python- Enhance student understanding, as measured by a 10% improvement in average lab scores, by leading weekly labs of 90+ students and providing in-depth insights into complex topics- Facilitate active student participation in lectures, as measured by a 20% increase in in-class activity involvement, by assisting professors in lectures of 200+ students and prompting discussions on solution tradeoffs- Streamline the feedback process, as measured by a 30% reduction in student queries, by consistently answering 20+ online questions and grading assignments for 700+ students every week

- Pioneered a reinforcement learning recommendation system, as measured by a 25% increase in user engagement, by collaborating with a team to address the multi-armed bandit problem based on user interactions- Engineered a cheat-resistant game format, as measured by a 99.9% reduction in detected vulnerabilities, by devising a methodology to extract unbiased data and addressing potential security loopholes on the backend- Refined the user interface of the game site, as measured by a 20% uplift in user retention rates, by enhancing frontend readability with JavaScript + React.js and optimizing the overall user experience

- Course: CS 111X – Introduction to Programming- Facilitate three weekly labs with an average class size of 90 students- Guide students to consider tradeoffs of different solutions to a given problem- Hold weekly office hours for students seeking extra help on homework, labs, and any course concepts

- Drove research advancements, as measured by the successful capture of 10,000+ moral distress reports, by playing a pivotal role in the conceptualization and deployment of backend infrastructure using TypeDB with Amazon Web Services- Optimized data storage and retrieval, as measured by a 20% improvement in system response times, by collaborating with a select team of undergraduate and graduate researchers to design a robust backend framework- Contributed to team synergy, as measured by the successful launch of 3 major project milestones ahead of schedule, by actively participating in brainstorming sessions and sharing innovative approaches to challenges

- Fostered project agility and team collaboration, as measured by achieving 95% of sprint goals, by immersing in an Agile environment and synchronizing with Sender+Geo Team members on the design, development, and testing of new software features (sender-specific APIs, tracking, webhooks, etc)- Unified data consistency across applications, as measured by a 25% drop in data inconsistencies, by formulating a new JSON schema that ensures uniform PostgreSQL data interfacing with the ‘Benthos-Tracking-Api’ written in Go- Revitalized critical data visualization tools, as measured by the revival of 10+ compromised dashboards, by reconstructing both prod and non-prod dashboards and enhancing data visualization capabilities using PromQL metric queries in Grafana- Amplified internal awareness of software innovations, as measured by a 30% uptick in the adoption of new features, by showcasing personal contributions to an audience of 200+ company employees at the internship's culmination

- Developed a real-time geo tracker using a Leaflet-Django-Postgres stack- Enabled geospatial analytics with Cloud Native engineering best practices

- Course: CSC 1010 – Intro to Programming in Python- Facilitated weekly labs and graded lab assignments; brainstorm ideas for programming projects- Guided students to consider tradeoffs of different solutions to a given problem- Provided assistance to students seeking extra help on homework, labs, and any course concepts