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Medical Lesion Segmentation

Fri, 31 Jul 2026 00:00:00 GMT

Implementation of a MICCAI 2025 paper on weakly supervised mutually exclusive multiclass segmentation of brain tumor lesions.

Job Assistant

Wed, 15 Jul 2026 00:00:00 GMT

Autonomous multi-agent system that applies for jobs end-to-end — scraping, evaluating, and form-filling across ATS platforms using a Llama 3 + Gemini dual-brain architecture for $0 local compute.

Wayland Desktop Task Widget

Wed, 01 Jul 2026 00:00:00 GMT

A persistent, transparent GTK3 desktop widget for Wayland that renders Markdown task lists directly onto the desktop wallpaper layer using gtk-layer-shell.

Cylindrical Suturing Evaluation System

Mon, 15 Jun 2026 00:00:00 GMT

A Multi-Agent LLM cloud pipeline that utilizes Visual RAG and Groq to evaluate cylindrical suturing and convert geometric scores into detailed clinical feedback.

Craniotomy Training Evaluation UI

Mon, 01 Jun 2026 00:00:00 GMT

PyQt5 desktop app for neurosurgery craniotomy training — RANSAC homographic perspective correction, async QThread video pipeline, and Grad-CAM heatmaps for explainable AI scoring.

Real-Time Industrial Posture Analysis

Sun, 15 Feb 2026 00:00:00 GMT

Edge-cloud IoT system combining ST-GCN neural networks with deterministic EAWS bio-mechanical rules to classify factory worker posture in real-time at <50ms latency.

Medical Model Calibration

Sat, 10 Jan 2026 00:00:00 GMT

180 experiments across 5 medical datasets proving that Focal Loss + MDCA train-time regularization beats post-hoc Temperature Scaling for neural network calibration.

Multi-Vehicle Tracking with SORT

Thu, 20 Nov 2025 00:00:00 GMT

From-scratch SORT tracker: Kalman Filter state-space prediction + Hungarian algorithm cost-matrix matching, deployed as a live FastAPI microservice on Hugging Face Spaces.

My Research Internship at AIIMS New Delhi

Tue, 30 Sep 2025 00:00:00 GMT

In May 2025, I walked through the gates of the **All India Institute of Medical Sciences, New Delhi** — India's premier medical institution — as a ...

Surgical Skill Assessment System

Fri, 15 Aug 2025 00:00:00 GMT

Distributed system prototype designed as an assignment for AIIMS Delhi — PyQt5 edge client with network-resilient uploads and a FastAPI async job queue using ThreadPoolExecutors for concurrent video scoring.

Graphics and Vision Summer School — IIT Delhi

Sat, 01 Jun 2024 00:00:00 GMT

Attended the **Graphics and Vision Summer School** at the Indian Institute of Technology, Delhi — an intensive program covering the mathematical fo...