HomeAbout
The story so far.
I'm Ayush Vardhan Jha, an AI engineer in Bengaluru. I build LLM and ML systems for legal and IP work, and I'm building Factget, a research and data agent, as its founding engineer.
Timeline
- Aug 2021
Started B.Tech, Computer Science (AI & ML)
Manipal Institute of Technology.
- Feb – Jul 2024
Data Science Intern, Maiti Labs
First hands-on data science work.
- Jan – May 2025
AI Research Intern, Manipal Institute of Technology
Research on AI for legal documents.
- 2025
Published in Springer
Enhancing Potato Crop Health: A CNN-Based System for Early Detection of Early and Late Blight. First author.
- 2025
Published in IEEE
Soft Actor-Critic Algorithm in High-Dimensional Continuous Control Tasks.
- Jul 2025
Joined TurtleLogix LLP
AI/ML Engineer, building production LLM and ML systems for Lakshmikumaran & Sridharan, a leading Indian IP law firm.
- Aug 2026
IPR Docket goes live
The email triage platform starts classifying mail. It has handled 106,000+ emails since.
- Sep 2026
Email classification service ships
A two-stage classifier trained on 92,700 labelled emails, with LLM verification for low-confidence predictions, goes out as a containerised service.
- Oct 2026
FER drafting platform ships
Released with 1,769 tests passing, after cutting structured-output failures from about 30% to under 1%.
- Sep 2026 – now
Founding engineer, Factget
I'm building TurtleLogix's research and data agent, where every number traces back to its source.
Building now
Factget · Founding engineer · since Sep 2026
I'm building Factget, a research and data agent. It finds the data behind a question and shows where every number came from.
TurtleLogix LLP is building it, and I started in Sep 2026. I'll share more once there's something to show.
Research and study
Publications
Education
B.Tech, Computer Science (AI & ML)
Manipal Institute of Technology, Aug 2021 – Jul 2025