https://deepak91168.github.io/portfolio/projects/Recent content in Projects on Deepak SinghHugoenThu, 16 Apr 2026 00:00:00 +0530https://deepak91168.github.io/portfolio/projects/btech-major-project-nit-hamirpur/Thu, 16 Apr 2026 00:00:00 +0530https://deepak91168.github.io/portfolio/projects/btech-major-project-nit-hamirpur/<h2 id="overview">Overview</h2> <p>Designed and implemented an end-to-end NLP system to automatically summarize long-form Indian court judgments using transformer-based architectures.</p> <p>This project focuses on handling <strong>long-context documents</strong>, <strong>domain-specific language</strong>, and <strong>evaluation of abstractive summarization models</strong>.</p> <hr> <h2 id="problem-statement">Problem Statement</h2> <p>Legal judgments are often lengthy and complex, making them difficult to quickly interpret.<br> The goal was to generate concise, meaningful summaries while preserving legal semantics.</p> <hr> <h2 id="tech-stack">Tech Stack</h2> <p>Python, HuggingFace Transformers, PyTorch, NLP</p> <hr> <h2 id="system-design">System Design</h2> <ul> <li> <p><strong>Data Preprocessing</strong></p>https://deepak91168.github.io/portfolio/projects/stdlib-opensource-contributions/Thu, 16 Apr 2026 00:00:00 +0530https://deepak91168.github.io/portfolio/projects/stdlib-opensource-contributions/<h2 id="overview">Overview</h2> <p>Contributed to stdlib, a scientific computing library, by implementing high-performance and IEEE-compliant mathematical functions in both C and JavaScript.</p> <hr> <h2 id="motivation">Motivation</h2> <p>Accurate numerical computation is critical in scientific and engineering applications.<br> The goal was to implement functions with <strong>high precision</strong>, <strong>performance</strong>, and <strong>cross-language compatibility</strong>.</p> <hr> <h2 id="tech-stack">Tech Stack</h2> <p>C, JavaScript, Node.js</p> <hr> <h2 id="work-done">Work Done</h2> <ul> <li> <p>Implemented:</p> <ul> <li><code>exp10f</code> (base-10 exponential function)</li> <li><code>csignumf</code> with <code>.assign</code> and <code>.strided</code> variants</li> </ul> </li> <li> <p>Built complete packages including:</p> <ul> <li>Native C implementations</li> <li>JavaScript bindings</li> <li>Benchmark suites</li> <li>Unit tests</li> </ul> </li> <li> <p>Followed <strong>IEEE-754 floating-point standards</strong></p>