GEN AI / ML INFRA  ·  BENGALURU, IN

Building at the
edge of inference.

GEN AI INTERN — SWOC 2025 CONTRIBUTOR — EX-MENTOR @ GSSOC'25 — MEMBER @ GDG PRESIDENCY UNIVERSITY — OPEN TO TECH INTERNSHIPS

CSE student who profiles GPUs before breakfast — tracing CNN bottlenecks on NVIDIA H200 clusters, fine-tuning LLMs with LoRA, and shipping front-end work on the side. Currently looking for the next hard problem.

Download Resume View Projects
Amulya R H200 · NSIGHT · LoRA
Operations Log

Experience

A running log of internships, infra work, and open-source contributions — most recent first.

JUN 2026 — PRESENT
Internshala Student Partner
Internshala · Presidency University Bangalore
Campus representative connecting peers with verified internship opportunities.
JUN 2026 · 1 MO
NVIDIA H200 AI Infrastructure Program
Presidency University
Configured NVIDIA DGX / H200 cluster environments end-to-end — authored Kubernetes pod specs, profiled a CNN classifier with NVIDIA Nsight Systems, and fixed a CPU data-loading bottleneck that was starving the GPU.
Ran LoRA fine-tuning on H200 HBM3e memory, integrated FlashAttention / AMP / Tensor Parallelism, and tuned a Stable Diffusion pipeline to 14.97 it/s across 50 steps.
JUN 2026 · 1 MO
Web Development Intern
InAmigos Foundation (IAF) · Bengaluru
Built and optimized web applications, sharpening front-end and back-end fundamentals.
FEB — MAY 2026
Gen AI Developer Intern & Marketing Intern
HiDevs · Bengaluru
Dual internship spanning applied Gen AI development and marketing initiatives.
DEC 2025 — FEB 2026
Open Source Contributor — SWOC 2025
Social Winter of Code · India
Selected among 1000+ applicants to contribute to Daytona, an open-source dev environment tool — documentation fixes, code examples, and PR reviews with maintainers.
OCT — NOV 2025
Mentor — GirlScript Summer of Code 2025
GSSoC · India
Reviewed PRs, onboarded new contributors, and promoted an inclusive open-source community.
OCT 2024 — JAN 2026
Class Representative
Presidency University Bangalore
Liaison between students and faculty — coordinating academic activities and communication.
Command Station

Projects

A curated set of builds — from GPU infrastructure to IoT hardware and open-source contributions.

INFRA
GPU & LLM Infra Lab

Profiled a custom CNN on NVIDIA H200 with Nsight Systems, then fine-tuned open-source LLMs with LoRA/PEFT and scaled throughput with FlashAttention, AMP, and Tensor Parallelism.

CUDANsight SystemsLoRAKubernetes
View on LinkedIn
AI/ML
Fraud Proxy Attendance Detection

An AI-based system designed to detect and prevent proxy attendance manipulation in academic settings.

PythonAI/ML
View on GitHub
IOT
SmartStreetlight-IoT

Energy-efficient smart streetlight system on Arduino, using light, motion, sound, and vibration sensors for adaptive lighting and accident detection.

C++ArduinoSensors
View on GitHub
UX
JalaRaksha-UI

Mobile-first UI in Figma helping villagers check water availability, request emergency tankers, track usage, and get arrival notifications.

FigmaUXMobile-first
View on GitHub
DSA
DSA-Solutions-Java

An ongoing log of Data Structures & Algorithms problem-solving in Java — daily practice and pattern-building.

JavaDSA
View on GitHub
OSS
runanywhere-sdks

Open-source contribution to a production-ready toolkit for running AI models locally, on-device.

C++On-device AI
View on GitHub
Diagnostic Readout

Skills & Certifications

AI / ML Infra
  • GPU Profiling (Nsight Systems)
  • LoRA / PEFT fine-tuning
  • FlashAttention · AMP
  • Tensor Parallelism
Platforms
  • NVIDIA DGX / H200
  • Kubernetes
  • Google Antigravity agents
  • Git / GitHub
Front-End & UX
  • User Experience (UX)
  • Front-End Development
  • Figma
Languages
  • Java
  • C++
  • HTML / CSS
Introduction to Image Generation
Gemini for Data Scientists and Analysts

Let's build
something real.

→ amulyacode20@gmail.com → linkedin.com/in/amulyar → github.com/amulyarstar → amulya-r-portfolio.netlify.app → Download Resume (PDF)