Apr 2025 – Jun 2025 · 2 mos · Delhi, India · Hybrid

•  Developed and fine-tuned machine learning models to classify oral cancer from clinical imagery and spectroscopic data as part of LumeraScan, the company’s AI-powered diagnostic tool.
•  Collaborated with medical experts and data teams to preprocess data of about 1000 patients, apply feature selection techniques, and improve classification accuracy through hyperparameter tuning to 97.3%.
•  Conducted performance evaluation using metrics such as F1-score, ROC-AUC, and confusion matrix to ensure diagnostic reliability and model generalization.

Oct 2024 – Dec 2024 · 2 mos · Waterloo, Ontario, Canada

•  Grade assignments and provide detailed feedback to over 100 students in the Foundations of Computing course, ensuring timely and accurate assessment. This will facilitate student learning and will help improve academic performance.
•  Proctor midterm examinations, enforcing academic integrity policies and creating a fair testing environment. This diligent supervision will ensure compliance with university standards.
•  Manage student inquiries and offer support in course-related activities, contributing to a positive and engaging learning experience. This proactive assistance will enhance student understanding and course satisfaction.

Dec 2023 – Jan 2025 · 1 yr 1 mo · Waterloo, Ontario, Canada

•  Supervised and monitored over 500 students during exams to ensure compliance with academic integrity policies. This proactive oversight helped maintain a fair and honest testing environment.
•  Maintained detailed records of exam incidents and reported any irregularities to the appropriate authorities. This meticulous documentation ensured transparency and accountability in the examination process.
•  Provided clear instructions and support to students, enhancing their understanding of exam protocols and procedures. This guidance improved student confidence and compliance, leading to a smoother exam experience.
•  Assisted in the set-up and breakdown of examination rooms, ensuring all necessary equipment was functional and accessible. This efficient setup reduced delays and technical issues, contributing to a more organized and timely examination process.

Sep 2024 – Mar 2025 · 6 mos · Remote Freelance · Remote

•  Designed, optimized, and tested AI prompts for diverse models, ensuring clarity, relevance, and alignment with project goals.
•  Collaborated with project managers and fellow engineers to develop high-quality prompt strategies to enhance AI model outputs across various domains, including text generation, image synthesis, and data retrieval.
•  Conducted iterative testing to fine-tune prompt effectiveness, contributing to the efficiency of AI-driven applications.

May 2022 – Jun 2022 · 1 mo · Gurugram, Haryana, India · Remote

•  Implemented complex SQL queries and used python libraries like Pandas and NumPy to collect, clean, and analyse large volumes of data from multiple resources while ensuring data quality and consistency.
•  Developed a content-based filtering recommendation system for a Learning Management System (LMS) using Scikit-learn and vectorization techniques resulting in accurate recommendations enhancing the overall search accuracy by about 15%.
•  Engineered relevant features to improve the accuracy of the recommendation system applying techniques such as normalization, encoding, and dimensionality reduction to optimize the dataset.

Dec 2020 – Jul 2021 · 7 mos

•  Managed and moderated the community Discord server to foster a positive and engaging environment, ensuring members felt welcomed and valued. This led to a 20% increase in active participation and a more vibrant community.
•  Collaborated with community members to brainstorm and implement creative ideas for events and initiatives, driving active participation and enthusiasm. This resulted in a 30% increase in event attendance and higher member satisfaction.
•  Coordinated communication with guest speakers for online seminars and events, ensuring seamless logistics by sending invitations, event schedules, and relevant information. This contributed to smooth and successful events, enhancing the community’s reputation and attracting more high-profile speakers.