const mayank = {
location : "IIT Jodhpur, Rajasthan 🇮🇳",
degree : "B.Tech — Computer Science & Engineering (2023–27)",
cgpa : 7.52,
focus : ["Backend Development", "AI/ML Systems", "Full-Stack Engineering"],
currently : ["Building scalable web platforms", "Exploring deep learning architectures",
"Sharpening DSA with C++"],
superpowers: {
algorithms : "C++ · 400+ DSA problems · 150+ LeetCode",
backend : "Node.js · REST APIs · MongoDB",
ai_ml : "CNN · PCA · Scikit-learn · OpenCV",
research : "NLP pipelines · Audio synthesis · Image clustering",
},
jee : { advanced: "AIR 2035 (Top 0.2%)", main: "AIR 7302 (Top 0.6%)" },
contact : "mayankdahiya8431@gmail.com",
motto : "Ship things. Learn fast. Build what matters.",
};Undergraduate Researcher — IIT Jodhpur Jan 2025 – Apr 2025
Under Prof. Romi Banerjee, CSE Dept.
- Engineered a multi-stage pipeline to analyze comic panels, extract text, and synthesize synchronized audio narrations — achieving 95% accuracy.
- Programmatically merged 50+ audio clips into a coherent, seamless final narrative.
Full-stack platform for managing coding and non-coding assignments with automated evaluation.
- Handles 100+ concurrent users with real-time, sandboxed code execution via JDoodle API.
- Instructors can upload 50+ problems with test cases; students get instant graded feedback.
- Stack:
Node.js·React.js·MongoDB·Tailwind CSS
Custom KD-Tree implementation for high-dimensional image similarity search in C++.
- Built a KD-Tree from scratch for fast indexing of 300 high-dimensional vectors.
- Optimized nearest-neighbor search reducing query time by up to 84% vs. linear scan.
- Stack:
C++
End-to-end image classification pipeline on CIFAR-10.
- Applied PCA (90% variance retained) and benchmarked classical ML baselines.
- Designed and trained a custom CNN from scratch, achieving 80% accuracy on CIFAR-10.
- Stack:
Python·NumPy·Scikit-learn·Matplotlib
Numerical solver built entirely in C — no external math libraries.
- Built a matrix parser and recursive determinant calculator supporting up to 10×10 systems.
- Validated against a full test suite — 100% computational accuracy.
- Stack:
C
| 🎯 | Achievement |
|---|---|
| 🥇 | JEE Advanced 2023 — AIR 2035 · Top 0.2% nationally |
| 🥈 | JEE Main 2023 — AIR 7302 · Top 0.6% nationally |
| 📐 | IOQM Qualifier — Indian Olympiad Qualifier in Mathematics (2022–23) |
| 📊 | Grade A- in Probability, Statistics & Stochastic Processes @ IIT Jodhpur |
| 💻 | 400+ DSA problems solved overall · 150+ LeetCode |
- Assistant Head, E-Cell — Directed entrepreneurship workshops for 200+ students; drove increased participation in campus startup initiatives.
- Team Coordinator, Esports Club — Managed BGMI tournaments for 50+ participants; led regular practice sessions.
- Assistant Head, Ignus — Led a Krafton-sponsored gaming event; coordinated logistics, promotions & match operations for 300+ participants.
