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aravinth-kanesh/README.md

Aravinth Kaneshalingam

I like taking things apart until I understand exactly how they work - these days that's mostly LLMs and AI systems, with some compilers and distributed systems in the mix.

LinkedIn  ·  aravinth_kanesh@hotmail.com

Projects

Fuzzing the Poly/ML Compiler: C · LLVM · AFL++

First systematic coverage-guided fuzzer for Poly/ML (Isabelle/HOL's trusted computing base) on ARM64. Dissertation scored 84%. Found 3 defects, including one confirmed and fixed upstream, and an ARM64 overflow I diagnosed with a proposed fix.

Ante: Python · FastAPI · React · MediaPipe

AI interview-prep platform: a context-grounded LLM interviewer with on-device speech and webcam analysis (no video leaves the browser) and structured multimodal feedback. Built as a King's research fellowship; now being evaluated by the university's careers service for wider student use.

DCache: Go · Redis protocol

Redis-compatible distributed cache. 50M+ ops/sec, sub-25ns GET latency across a 256-shard concurrent map.

Crux: C++ · CMake

Optimal Rubik's Cube solver. Guarantees ≤20-move solutions via IDA* with pattern databases; solves 12-move scrambles in under 30ms.

Real-Time Market Data Simulator: Python · asyncio

Streaming market data engine. 1.4M+ ticks/sec, sub-200μs p99 latency, zero message loss.

Auteur: Python · FastAPI · React

Local RAG app that turns your personal watch history into a conversational "cinematic identity" you can explore.

Experience

Graduate Software Engineer, UnderwriteMe - Sep 2026-present

AI Engine team, Decision Platform.

Undergraduate Research Fellow (KURF), King's College London - Jun-Sep 2026

Solo research project on AI-assisted interview preparation: designed and built Ante and a mixed-methods study to evaluate it with students.

Software Engineer Intern, The Kusp Hub - Jun-Sep 2025

Built an AI-powered career discovery platform: LLM-based CV extraction and a semantic job-matching pipeline, cutting latency from 75s to under 2s.

Pinned Loading

  1. ante ante Public

    Context-grounded LLM mock interviewer with on-device speech and webcam analysis and structured multimodal feedback

    Python

  2. polyml-fuzz polyml-fuzz Public

    AFL++ fuzzing framework for the Poly/ML compiler on ARM64. Finds bugs using ASan/UBSan instrumentation on Linux ARM64

    C

  3. crux crux Public

    Optimal Rubik's cube solver in C++ - guaranteed minimum-move solutions via IDA* with pattern databases, 12-move scrambles under 30ms

    C++

  4. distributed-cache distributed-cache Public

    High-performance distributed cache in Go - 50M+ ops/sec, sub-25ns GET latency, Redis-compatible

    Go

  5. market-data-simulator market-data-simulator Public

    High-performance market data simulator - 1.4M+ ticks/s, sub-200µs p99 latency, 10 concurrent subscribers

    Python

  6. auteur auteur Public

    Personal cinema intelligence: RAG-powered film taste engine with conversational AI

    JavaScript