I have extensive experience teaching and mentoring students in mathematics and its intersection with machine learning, from undergraduate courses to professional development bootcamps.
BITS Pilani Work Integrated Learning Programmes
Guest Faculty
2025 – PresentDesigned and delivered bridging mathematics courses for cohorts of 30–150 working professionals transitioning into software, analytics, and engineering roles.
Subjects Handled:
- Linear Algebra & Optimization
- Calculus [View Slides →]
- Optimization Techniques for Machine Learning [View Slides →]
Learning Facilitator
Jul 2025 – PresentFacilitated mathematical courses for M.Tech students, bridging theoretical frameworks with industry-relevant applications through subject workshops.
Subjects Handled:
- Mathematics Foundations for Machine Learning
- Zero-level Mathematics Foundations
Teaching Assistant
Sep 2024 – May 2025Contributed to industry-partnered foundational mathematics courses. Conducted in-person bootcamps at manufacturing plants and utilized interactive tools like Desmos and Mentimeter.
Subjects Handled:
- General Mathematics 1
BITS Pilani, Hyderabad Campus (Department of Mathematics)
Teaching Assistant
2020 – 2025Supported undergraduate and postgraduate teaching across core and advanced mathematics. Conducted interactive tutorials and problem-solving sessions for classes of 50–90 students.
Subjects Handled:
- Probability and Statistics
- Mathematics 1 (Calculus)
- Mathematics 3 (Differential Equations)
- Discrete Mathematics
- Graphs and Networks
- Measure & Integration
- Introduction to Topology
- Introduction to Functional Analysis
Code in Place-Stanford University
Section Leader
2025Mentored a global cohort of learners through interactive and project-based programming instruction.
Subjects Handled:
- Introductory Python
CourseLeap Education
CLM Instructor
2023 – 2025Mentored international students remotely for competitive exams through customized learning plans and advanced mathematical reasoning modules.
- American Mathematics Competitions (AMC)
- Hong Kong International Mathematical Olympiad (HKIMO)
- Centre for Education in Mathematics and Computing (CEMC) Exams
MTTS Programme
Mentor
2020 – 2021Mentored undergraduate students in national workshops focusing on conceptual clarity and rigorous problem formulation.
- Mathematics Training and Talent Search (MTTS 2021)
- Online Foundation Course in Mathematics (OFCM-2020)