work

virtual machine detection tool for security analysis. identifying virtualized environments through hardware and system-level fingerprints.

competitive programming contest tracker aggregating contests from codeforces, leetcode, atcoder, codechef, hackerrank, and topcoder. dark-themed dashboard with reminders and favorites.

real-time violence detection and emergency response system using CNNs + BiLSTM, with a React–FastAPI stack and deepfake-aware FIR reporting. integrated geofencing, role-based access, and offline mesh sync to ensure secure, resilient citizen-admin communication during crises.

like rwix but inclusive of all subjects and areas. find code implementations of research papers, youtube videos, and resources across any field.

a simple python project that implements a dns resolver from scratch. translating domain names to ip addresses without relying on system libraries.

sql parser implementation with web interface. breaking down queries into parse trees and understanding the grammar behind databases.

C-Abstractor + ViT PnP experiments with heatmaps and locality checks. exploring how vision transformers can plug into existing architectures.

conformal prediction utilities for calibrated uncertainty sets. making ml models honest about what they don't know.

TFP + Keras experiments for probabilistic modeling. building models that output distributions, not just point estimates.

transformer architecture implementation from scratch. understanding the paper by building it myself, one matrix multiplication at a time.

a personal scratchpad for learning about STNs. networks that learn to spatially transform their input—geometry meets deep learning.

multimodal learning experiments combining different data types and modalities.

historical + parametric VaR estimators with stress scenarios. measuring portfolio risk and preparing for worst-case market conditions.

market microstructure and order book dynamics experiments. exploring how high-frequency trading systems interact with market data.

first real quant project. playground for backtests and kalman filtering algorithms. where i learned that markets are chaotic and math is beautiful.

pairs/arbitrage exploration with simple execution logic. finding price discrepancies and trying to profit from them before they disappear.

imessage-style city guide. casual recs from people who actually know these cities.

practice impromptu speaking with random prompts.

scroll through polymarket predictions like instagram.

a rulebook and question bank for mechanical engineers looking to transition into tech roles. helping engineers navigate career pivots with the right resources.

like leetcode but for product management. practice pm questions, case studies, and frameworks to ace product interviews and build better products.

tinder for research papers. swipe through academic papers to discover relevant research in a fun, match-based learning experience.

curated vocabulary from gre/gmat prep. refined words i've encountered while studying, organized for better retention and usage.