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vbasky/README.md

Hi 👋, I'm Vikram

Engineering Manager · Video Streaming & Encoding · Rust & Cloud Infrastructure

Engineering manager with nearly two decades in media & streaming. I own the end-to-end Media & Digital Infrastructure for the NRL and its 16 clubs — live ingest, encoding, MAM, CDN, CMS, apps, identity and the data/ad stack — and I build video infrastructure in Rust on the side: encoding optimizers, media metadata tooling, and the cloud pipelines that move it all.


🚀 Featured Projects

🎬 viser — Video Encoding Optimizer

A multi-codec convex-hull optimization pipeline that computes per-content bitrate ladders from CRF sweep trial data. It combines shot detection and complexity analysis to drive per-title, per-shot, per-segment, and per-device encoding strategies — minimizing bitrate at any quality target.

Ships BD-Rate computation, VMAF measurement, fixed-ladder comparison, chart rendering, and a browser-based comparison player.

15 workspace crates · H.264 / H.265 / AV1 · Rust

📖 Measure, Don't Guess: Building viser →

🎧 cathar — Audio Restoration Toolkit (Pure Rust)

An audio toolkit for any recording that restores (denoise, de-hum, de-click, de-clip, de-reverb), enhances (de-ess, breath removal, voice isolation, bandwidth extension), and levels (LUFS + peak normalisation) — writing a clean 32-bit float WAV. Works on standalone audio (WAV, MP3, FLAC, OGG, M4A) or the audio track inside a video; video is never required.

No ffmpeg, no C/C++, no system libraries — decoding via symphonia, FFT via realfft/rustfft. Every effect is a plain function over &[f32], so the pipeline drops straight into any Rust program.

Pure Rust · single cargo build · MSRV 1.85 / edition 2024

📖 Catharsis for Noisy Audio →

🖼️ eligo — Best-of-N Image Selection (Pure Rust)

Image generators are random — eligo automates picking the best output. Give it a prompt and it generates n candidates (a pluggable Backend), scores each against the prompt (a pluggable Scorer), and selects the highest-scoring one. The smallest honest agentic loop: a numeric reward drives a decision.

Ships a Stable Diffusion backend on ONNX Runtime, a CLIP prompt-alignment scorer, no-reference quality scoring, and image-similarity search — with a bounded single re-roll of the worst candidate.

Pure Rust · ONNX Runtime · CLIP · Stable Diffusion

🔎 revelo — Pure-Rust MediaInfoLib Port

A safe, fast port of MediaInfoLib that reads technical and tag metadata from 177+ audio, video, image, and container formats. A drop-in libmediainfo replacement (C ABI + CLI), differential-tested byte-for-byte against the MediaInfo oracle.

AAC · AC-3 · AVI · AV1 · BPG · CineForm · DTS · DV · FLAC · H.263 · JPEG · MPEG · MP4/MOV · Matroska · MPEG-PS/TS · Ogg · Opus · PNG · ProRes · VC-1 · VP8/9 · WebP · WAV · and more

🍺 brew install vbasky/revelo/revelo

📖 Porting 300K lines of C++/Perl to Rust: a byte-identical MediaInfo replacement →

🗄️ somnia — Type-safe SurrealDB ORM for Rust

A typed query builder, a #[derive(SurrealRecord)] macro, schema generation, and Diesel-style migrations — bringing compile-time safety to SurrealDB.

🍺 brew install vbasky/somnia/somnia

📖 A Type-Safe ORM for SurrealDB That Feels Like Diesel →

🎨 sublime-vscode-plus — VS Code Colour Scheme for Sublime Text

Brings VS Code's Dark+ and Light+ syntax highlighting to Sublime Text. Installable via Package Control and tested across PHP, JavaScript/Vue, Python, HTML/Blade, CSS/Sass/SCSS/Less, JSON, XML, Markdown, and YAML.

45 stars — my most-starred project

📓 patina — Rust-native Interactive Notebook

A Rust-native interactive notebook with kernel support for Rust, Python, and JavaScript. The entire stack — web server, kernels, wire protocol, and JavaScript engine — is written in Rust. No Jupyter, no external kernel plumbing.

Rust (evcxr) · Python (pyo3/CPython) · JavaScript (boa) · React UI · Axum


💼 Career

Role Where When
Engineering Manager National Rugby League — own the end-to-end Media & Digital Infrastructure for the NRL + 16 clubs: live ingest & encoding (AWS Elemental, Azure, Bitmovin), MAM/DAM (Dalet Flex), CDN (Akamai/Fastly), CMS (Optimizely), web & mobile apps, NRL ID, subscriptions, fantasy/tipping, ad stack (Google DFP) and CRM/marketing (Salesforce, Braze). Hands-on across the codebases: Dalet Flex automation (Groovy), Azure C#/.NET integration services driving Flex, and the NRL.com app (C#/.NET). Built NRL Studio, migrated 130K VOD assets to Shaka Packager, automated video-AI highlights 2021–present
Lead Video Engineer Kintell — WebRTC video conferencing & Twilio-based recording compositions 2020–2021
TV Platform Lead Stan — connected-TV VOD apps (Smart TVs, PlayStation), Preact/TS, EME/PlayReady DRM 2020
OTT Video Engineer SBS — launched SBS On Demand 2.0 on Telstra TV (Brightscript), Google DAI, CI/CD 2018–2020
Application Architect Switch Media — media player & Chromecast/PS4 apps for Foxtel; DRM, ABR, analytics 2017–2018
Earlier Optus · Vivant Digital · Alive Mobile · Target · Prowareness · Hewlett Packard · Cisco Systems 2007–2017

Certified Scrum Master · Bachelor of Engineering, Computer Science

🧰 Domains & technologies

Area Technologies
Video streaming DASH, HLS, LL-HLS, CMAF, MPEG-TS, MP4 fragmented, manifest generation
Cloud media (AWS) Elemental MediaConvert, MediaLive, MediaPackage, MediaTailor, CloudFront
Cloud media (Azure) Azure AI, AKS, Azure Functions, App Service, Event Hubs, Service Bus, Storage, Cosmos DB
Video encoding H.264/AVC, H.265/HEVC, AV1, VP9, per-title optimization, quality metrics (VMAF, PSNR, SSIM, BD-Rate)
Infrastructure Docker, Kubernetes, Terraform, CI/CD, monitoring, cost optimization
Software Rust, C#/.NET, Groovy, Java, TypeScript, JavaScript, Laravel

Connect with me

vikrambhaskar vbasky

vikrambhaskar

Languages

Rust C# Java TypeScript JavaScript

Cloud & Infrastructure

AWS AWS Elemental Azure Azure AI AKS Docker Kubernetes Terraform

Video & Media

H.264 H.265 AV1 VMAF DASH HLS

Frameworks & Tools

.NET Laravel React Redis Nginx

Databases

Mysql SqlServer SurrealDB

Platforms

Linux macOS Windows


 vbasky

vbasky

Pinned Loading

  1. revelo revelo Public

    A safe, fast Rust port of MediaInfoLib — reads technical and tag metadata from 177 audio, video, image, and container formats. Drop-in libmediainfo replacement (C ABI + CLI), differential-tested by…

    Rust 2

  2. viser viser Public

    Multi-codec convex-hull optimization pipeline that computes per-content bitrate ladders from CRF sweep trial data. Combines shot detection, complexity analysis, and per-title/per-shot/per-segment e…

    Rust 3

  3. somnia somnia Public

    A type-safe SurrealDB ORM for Rust — typed query builder, #[derive(SurrealRecord)], schema generation, and Diesel-style migrations. "Somnia" is Latin for "dreams" (SurrealDB is surreal/dreamlike)

    Rust 4

  4. patina patina Public

    Rust-native interactive notebook with Rust, Python & JavaScript kernels — the whole stack in Rust, no Jupyter

    TypeScript