Zero-copy CSV Ingestion Engine
buildingSingle binary, zero-copy, SIMD-accelerated ingestion engine for very large CSV data. Streams directly into typed columns.
Hi!
I'm Aman, a student at IIT Roorkee. I write performance-critical software. Mostly systems, infrastructure, and ML pipelines.
Currently a Data Science PPO at HiLabs and a GSoC 2026 contributor at GNU Octave. I care about how software maps to real hardware, and I apply the same lens to ML systems.
Notes, experiments, and things I care about.
Open to systems / infrastructure and ML systems / data-science roles. Best way to reach me: email.
About
I work on systems, performance-critical software, and the fundamentals of computation, with a focus on how software maps to real hardware.
I approach problems from first principles: understanding why something works, the constraints involved, and how it can be made simpler or faster.
I also apply systems thinking to ML pipelines. At HiLabs I build entity-resolution and LLM-as-a-judge evaluation workflows; at GSoC I'm rewriting GNU Octave's ANOVA stack for performance.
Outside of coding, I read technical papers, do art, hit the gym and spend time outdoors.
Currently
Data Science PPO at HiLabs. LLM-as-a-judge evaluation pipelines.
Google Summer of Code 2026 with GNU Octave. Object-oriented ANOVA framework.
Interests
Art
C++ Infrastructure
Systems Programming
Computer Architecture
Compilers
Achievements
-
2026 (Current)
Google Summer of Code 2026
Selected for GSoC 2026 and contributing to GNU Octave.
-
2026 (Current)
HiLabs Data Science Intern
Data science internship at HiLabs.
-
Dec 2025
Silver in Inter IIT Tech Meet 14.0
1st runner up in the ISRO Geospatial VLM problem statement among 24 IITs.
-
Sept 2025
HiLabs Data Science PPO
Received a pre-placement offer from HiLabs.
-
HiLabs AIQuest Winner
Won first prize in HiLabs AIQuest Hackathon organized at IIT Roorkee.
-
May–Jul 2025
Info Edge Data Science Intern
Data science internship at Info Edge.
-
Dec 2024
Silver in Tech GC, IIT Roorkee
Silver medal in the ML problem statement for designing an AI-interview chatbot.
Currently Shipping
ZeroShred
shippedHigh-throughput file transfer hitting 780 MB/s via kernel-level zero-copy (sendfile), pipelined SHA-256 on dedicated threads, and hardware crypto acceleration.
GNU Octave (GSoC 2026)
buildingSelected for Google Summer of Code 2026 contributing to GNU Octave; working on numerical infrastructure. See merged PRs.
Recent Writing
SWAR Parsing Internals
How SIMD-Within-A-Register turns ordinary 64-bit integers into 8-lane parallel byte processors.
GitHub Activity
beingamanforever
GitHub →
Contribution heat map
