Swarnika J. — Stanford University: case study

Swarnika joined UnivAdmitHelp at the beginning of Grade 11 for profile building and continued through Grade 12 with complete application support. She was a high-achieving student with strong interests spanning Computer Science, Mathematics, Biology and the intersection of technology and healthcare. Beyond academics, she had already developed a distinctive creative side through music, poetry and writing, including founding and leading her school band.

Swarnika had an unusually broad set of strengths—from science and technology to music, poetry and leadership. The challenge was to bring these different dimensions together into a coherent profile without losing the individuality that made her distinctive. Academically, she needed to maintain strong school performance while adding greater rigour through APs, competitions, research and advanced academic opportunities. Her interests in technology and healthcare also needed to develop beyond coursework into meaningful research and application. At the same time, strategizing with her to take on significant leadership responsibilities at school. The objective was to help her identify the strongest intersections between her interests and gradually build depth, while ensuring that every decision contributed meaningfully to her eventual university applications.

The UAH mentor worked with Swarnika to build depth across her academic interests while preserving the breadth that made her profile distinctive. Her interest in technology and healthcare developed through research at IIT Bombay’s Koita Centre of Digital Health, where she worked on an ML model to predict side effects of CAR-T therapy. This work later developed into a research paper presented at the European Society for Medical Oncology. She also worked on a paper exploring C-RAIL for medical classification with imbalanced data, which was accepted at the ICDM conference.

Alongside research, the mentor pushed Swarnika towards academic rigour through advanced coursework, SAT preparation, competitions and academic opportunities. Her leadership was developed through roles such as Head Girl and Director of SHISFEST, where she led teams and organised large-scale school events. Her creative interests were equally encouraged and were put to use for community welfare also: she founded and led a school band and continued developing her interests in music, poetry and writing.

In Grade 12, the focus shifted to complete application support—shaping her strongest narratives, refining activities, developing essays and coordinating recommendations to present a cohesive application to universities.

Swarnika was accepted to Stanford University for Computer Science through Restrictive Early Action and chose to pursue her undergraduate studies there. Her journey reflects how a student’s own hard work, curiosity and perseverance, combined with sustained mentorship and unwavering trust in her mentor, can bring seemingly different interests together into a distinctive and cohesive profile. From academic excellence and cutting-edge research to leadership, music and writing, each dimension contributed to a fuller picture of who she was as a student. The role of the mentor was not to prescribe a profile, but to help Swarnika recognise her strengths, make informed choices and help her to develop them with depth.