Aniket Soni

Using machine learning for analysis of data-driven insights

Personal site and research portfolio at aniketsoni.com; a Jekyll site on GitHub Pages, plus The Daily Tech Signal: an automated tech-news blog built by a Python + GitHub Actions pipeline that collects, validates, and AI-summarizes sources daily.

Deterministic-first troubleshooting agent that investigates failed data pipelines, jobs, queries and workflows. One shared TypeScript core powers a CLI and a VS Code extension: it isolates the earliest meaningful failure, classifies it, compares runs and correlates root causes across GitHub, Databricks, Snowflake, MongoDB, dbt and Jira.Optional AI.

Code Trio bundles the three tools you reach for every day - a code compare/diff view, a code-aware spell checker, and a code beautifier/formatter.

A privacy-first speech-to-action agent. VoxScribe turns uploaded or recorded speech into an accurate, editable transcript, then autonomously converts that transcript into summaries, meeting notes, decisions, action items, daily plans, emails, content drafts, subtitles and structured JSON with on-device transcription so your audio never leaves local