# home

I’m Jaswanth Reddy, a computer vision and NLP researcher with a BTech from IIT Tirupati. I grew up riding oxcart through the dusty lanes of my village in India, a small memory that still grounds me in where my journey began

My focus is on building practical, reliable ML models. I’ve worked across 3D vision, tracking, and language technologies.

I began my research journey at [VAL(IISc)](https://val.cds.iisc.ac.in/), India’s top-ranked computer vision group on [CSRankings 2024](https://csrankings.org/#/fromyear/2014/toyear/2024/index?ai\&vision\&mlmining\&nlp\&inforet\&in). There, I worked on 3D reconstruction and object manipulation using Neural Radiance Fields and Gaussian Splatting.

After IISc, I joined [ViSAL Lab](https://sites.google.com/iittp.ac.in/ee-spcv-lab?usp=sharing), where I develop a memory-based long–short term tracking model for transformer architectures. My work spanned both single and multi-object tracking.

I’m currently at [AutoAlign.ai](https://www.autoalign.ai/), exploring the next generation of NLP applications. My work centers on safety, trustworthiness, and scalable pipelines for large language models. I’ve built guardrails for sensitive tasks, designed evaluation frameworks, and led the development of datasets and training flows that make LLMs more reliable in real-world use.

I enjoy tackling hard technical challenges and collaborating with teams pushing the frontier of AI. If you’re working on something exciting or just want to talk about vision, language, or ML systems, I’d love to connect.

### Latest Updates

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* <mark style="color:$info;">DEC 1,2025</mark>              [Reduce and Refine](https://tarka-air.gitbook.io/home/tarka-v1/reduce-and-refine-6-equal-to-28)
* <mark style="color:$info;">NOV 11,2025</mark>            [Tarka Embedding V1](https://tarka-air.gitbook.io/home/tarka-v1/tarka-embedding-v1)
* <mark style="color:$info;">NOV 8,2025</mark>             [UniC-Lift accepted at AAAI 2026](https://unic-lift.github.io/)
* <mark style="color:$info;">MAY 11,2025</mark>           [Tiny Url](https://jaswanthreddy.gitbook.io/home/blogs/tiny-url)
* <mark style="color:$info;">MAY 11,2025</mark>           [Factcheck in SLM](https://jaswanthreddy.gitbook.io/home/blogs/factchecking-in-slm)

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<p align="center"><a href="https://huggingface.co/Jaswanth-0821" class="button secondary" data-icon="face-smiling-hands">Hugging Face</a>   <a href="https://www.linkedin.com/in/jaswanth-reddy-p/" class="button secondary" data-icon="linkedin-in">LinkedIn</a>   <a href="https://x.com/Jaswanth_034?t=jqxTx_o2FRjCwyp8_iUDFQ&#x26;s=09" class="button secondary" data-icon="x-twitter">Twitter</a>  <a href="https://github.com/jaswanth-0821" class="button secondary" data-icon="github">Github</a></p>

<p align="center">Reach out to me</p>