Ashutosh Hathidara

Senior ML Scientist @SAP

[Ashutosh Hathidara @ashutosh_1919]

🎉 We are thrilled to share our open-source work "MirrorBench", an extensible framework to evaluate user-proxy agents for human-likeness.

GitHub: https://t.co/OMtdKgSu7U
arXiv: https://t.co/cwFf4z4KCu

#ai #AgenticAi

[Ashutosh Hathidara @ashutosh_1919]

Our paper “Synthesis Through Simulation” (STS) accepted to NeurIPS 2026 🎉
#neurips2026

[Ashutosh Hathidara @ashutosh_1919]

@alexinexxx I made an animated video explaining this paper few years ago.

How TensorFlow Works? | Tensorflow Architecture | #tensorflow
https://t.co/vafpcftTZ7

[Ashutosh Hathidara @ashutosh_1919]

Thank you @qyzar for sponsoring me on @github. You can join them at my sponsors profile: https://t.co/60qbgTbb7e

[Ashutosh Hathidara @ashutosh_1919]

@santtiagom_ System Design: Scale System From Zero To Million Users | #systemdesign
https://t.co/l1fCXggluy

[Ashutosh Hathidara @ashutosh_1919]

📍Our Contribution
✅ Finetuned LLMs on DiaFORGE generated multi-turn dialogue data perform more accurately than top-tier closed-source models in the real production-grade assistant.
✅ We introduce & provide insights into the dynamic evaluation protocol for evaluating LLMs.

[Ashutosh Hathidara @ashutosh_1919]

🚀 New paper alert!
We’re thrilled to share our paper, “Disambiguation-Centric Finetuning Makes Enterprise Tool-Calling LLMs More Realistic and Less Risky.”

https://t.co/EqVMXHZDbN

[Ashutosh Hathidara @ashutosh_1919]

📍 What we’re releasing?
✅ End-to-end data-gen + finetune pipeline methodology
✅ An open set of 5000 enterprise APIs + corresponding DiaFORGE-generated & validated dialogues

[Ashutosh Hathidara @ashutosh_1919]

@santtiagom_ System Design: Scale System From Zero To Million Users | #systemdesign
https://t.co/l1fCXggluy

[Ashutosh Hathidara @ashutosh_1919]

@nrehiew_ @wh https://t.co/NMdqUX7WIk

[Ashutosh Hathidara @ashutosh_1919]

Thank you @FitashUlHaq for sponsoring me on @github. You can join them at my sponsors profile: https://t.co/60qbgTbb7e

[Ashutosh Hathidara @ashutosh_1919]

@raghu_rtr Looks awesome 🤩

[Ashutosh Hathidara @ashutosh_1919]

Do you know how to design TikTok's recommendation system? I published fully animated video explaining the entire system.

https://t.co/4mqrYSS35r

@tiktok_us #systemdesign #MachineLearning #InterviewTips

[Ashutosh Hathidara @ashutosh_1919]

The video covers the following:
✅ Selecting opensource LLM
✅ SFT and Alignment
✅ Embedding encoders for RAG + Reranker
✅ System Integration (Planner, ReAct, tools, etc.)
✅ Evaluating multiple LLM calls
✅ Incremental model improvements
✅ Important details regarding NLI

[Ashutosh Hathidara @ashutosh_1919]

Do you know how to design @OpenAI’s ChatGPT like AI Assistant? Here is a detailed video that explains the ML system design of an AI assistant.

https://t.co/5p1qL0name

#ChatGPT #MachineLearning #ArtificialIntelligence

[Ashutosh Hathidara @ashutosh_1919]

@shacrw_ @YouTube Thank you for feedback. Appreciate it 🙏

[Ashutosh Hathidara @ashutosh_1919]

Scale System From Zero To Million Users | System Design | #systemdesign https://t.co/l1fCXgxowy via @YouTube

[Ashutosh Hathidara @ashutosh_1919]

Parallax Scrolling in React using React Spring | ReactJS Parallax Animat... https://t.co/XVw56yoMjw via @YouTube

[Ashutosh Hathidara @ashutosh_1919]

@VinayakGavariya @Microsoft @lee_stott If @elonmusk sees your tweet, he may bring your tweet down 😬

[Ashutosh Hathidara @ashutosh_1919]

@DeniTechh https://t.co/Kmcb7b5Mli