Aswincloud · Aswinmcw · Sep 16, 2026 · Aug 17, 2026 · Sep 16, 2026 · Sep 16, 2026
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+<div class="name">ASWIN</div><div class="role">Senior Software Engineer</div>
+<div class="contacts"><span>📞 +91 6380157944</span><a href="mailto:aswin@aswincloud.com">✉️ aswin@aswincloud.com</a><a href="https://www.aswincloud.com">🌐 www.aswincloud.com</a><span>📍 Pondicherry, India</span><a href="https://github.com/Aswincloud"> github.com/Aswincloud</a><a href="https://linkedin.com/in/aswin4122001">in linkedin.com/in/aswin4122001</a></div>
+<div class="summary">Senior software engineer working close to the metal on next-generation AI accelerator hardware. I build and optimize low-level compute kernels, profile and benchmark tensor operations, and hunt bottlenecks across the stack to drive device throughput — and own end-to-end model tracing and validation plus the tooling and infrastructure around it.</div>
+<h2>Experience</h2>
+    <div class="job"><div class="jt">Senior Software Engineer</div><div class="jm">MulticoreWare Pvt Ltd · Chennai, India<span>Jun 2023 – Present</span></div>
+    <ul><li>Software engineering for a leading AI silicon company's accelerator stack — developing and optimizing the software that runs on next-generation AI chips.</li><li>Work as part of an element-wise operations team — contributing kernel development, code review, and CI health for unary/binary element-wise ops.</li><li>Author and optimize low-level compute kernels with broad data-type coverage (fp32, bf16, int32, uint8/16/32) and hardware-specific instruction-level work verified against ISA documentation.</li><li>Own end-to-end model tracing and validation with sweeps — reconstructing real model operation traces from a database and validating them against generated sweep tests for exact-match coverage.</li><li>Profile and benchmark kernels with the device profiler, tracking kernel execution time and diagnosing per-core load imbalance to guide optimization.</li><li>Maintain performance-tracking automation and daily/weekly reporting pipelines that flag regressions against historical baselines and correlate them to commits.</li></ul></div>
+    <div class="job"><div class="jt">Industrial Project Engineer</div><div class="jm">Lenovo Pvt Ltd · Pondicherry, India<span>Jun 2022 – May 2023</span></div>
+    <ul><li>Developed and maintained a smart attendance system using face-recognition technology with database integration.</li><li>Built an ESD tester with database-backed logging for real-time test workflows.</li><li>Worked on computer-vision algorithms, biometric authentication, and real-time data processing.</li></ul></div>
+<div class="cols"><div><h2>Projects</h2><div class="proj"><div class="pt">ttperf — AI-Accelerator Performance Profiler</div><div class="pd">CLI tool that profiles AI-accelerator compute tests and extracts device kernel performance metrics. Wraps the device profiler with pytest, parses result CSVs, and reports total kernel duration. Published on PyPI.</div><a class="pl" href="https://ttperf.aswincloud.com">ttperf.aswincloud.com</a></div><div class="proj"><div class="pt">Eltwise Performance Tracker</div><div class="pd">Day-by-day performance monitoring for element-wise operations on AI-accelerator hardware — tracks kernel-timing trends across dates, correlates regressions to git commits, and sends automated alerts on >20% changes.</div><a class="pl" href="https://ttnn-eltwise-performance.aswincloud.com">ttnn-eltwise-performance.aswincloud.com</a></div><div class="proj"><div class="pt">Academic Projects — B.Tech ECE</div><div class="pd">Embedded & hardware builds: DDS-based portable function generator (up to 12 MHz), Arduino-based portable oscilloscope, 0–30 V / 0–2 A regulated power supply, and a non-contact AC/DC line tester.</div></div></div>
+<div><h2>Skills</h2><div class="sk"><b>Performance:</b> Profiling, benchmarking, kernel optimization, bottleneck analysis, low-level compute kernels</div><div class="sk"><b>Languages:</b> Python, C++, C, Java, SQL</div><div class="sk"><b>AI Hardware:</b> AI-accelerator software stacks, compute-kernel development</div><div class="sk"><b>Tooling:</b> Git & GitHub, CI/CD (GitHub Actions), pytest, PyPI, device/kernel profilers</div><div class="sk"><b>Cloud / Infra:</b> Cloudflare — site hosting, Tunnels, Zero Trust / Access auth; self-hosted services</div><div class="sk"><b>Other:</b> PCB design, Linux & shell scripting</div>
+<h2>Education</h2><div class="edu"><b>B.Tech, Electronics & Communication Engineering</b><br>Sri Manakula Vinayagar Engineering College, Puducherry<br>2019 – 2023 &nbsp;•&nbsp; CGPA 8.5 / 10</div>
+<h2>Certifications</h2><ul class="certs" style="margin-left:18px"><li style="font-size:12.5px;line-height:1.5">SkillRack — 300+ problem-solving medals in C & Java</li><li style="font-size:12.5px;line-height:1.5">Python for Data Science — NPTEL</li><li style="font-size:12.5px;line-height:1.5">Great Learning — C, Java, OS & Memory Management</li><li style="font-size:12.5px;line-height:1.5">TCS iON — Career Edge</li></ul></div></div>
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