Prajwal HD

AI engineer building agent tooling and applied ML. Three years of backend and full-stack engineering at Opslyft. I care more about how a system behaves under pressure than what it's built with.

Now

Updated April 2026

  • Looking for AI engineer and backend/full-stack roles with end-to-end ownership. California, remote, or hybrid.
  • Building QuackCode, a Linux-first desktop agent, and Gitwise, a CLI that writes commit messages from staged diffs.
  • Stress-testing agent workflows on real codebases: tool use, git safety, isolation, and recovery when the model gets it wrong.
  • Reading: Designing Data-Intensive Applications (re-read), papers on LLM tool use evaluation.

Featured work

Android malware detection research
Peer-reviewedMDPI Electronics · 2026

Re-Evaluating Android Malware Detection: Tabular Features, Vision Models, and Ensembles

Hosahalli Dayananda, P.; Chen, Z.

Compares tabular static features, vision-based byte-plot models, and ensemble strategies for Android malware classification. Evaluates where modality choice changes the detection surface and where ensembles actually pay for themselves.

Projects

QuackCode preview

Linux-first desktop coding agent with worktree isolation, local history, and scheduled automations.

Developer ToolsElectronGitSQLite
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CLIGitTypeScript

CLI that turns staged diffs into commit messages and plain English into branch names.

Multimodal Malware Detection

PythonMLSecurity

Master's thesis comparing static-feature and visual-bytecode classifiers for malware detection under a controlled evaluation.

Guardscribe

PythonASRNLP

Real-time speech moderation pipeline that masks toxic spans under a 400ms end-to-end latency budget.

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Writing

All posts

Talks

Data Transfer Cost Optimization

Rootconf 2022

Granular visibility into cloud data transfer costs using AWS CUR and VPC flow logs.

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Simplifying Kubernetes Cost Visibility

Opslyft 2022

Webinar on reducing the complexity of understanding and attributing Kubernetes infrastructure costs.

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