Arnav Patil profile photo 1 on Tal

Arnav Patil

ML Engineer | GenAI | Deep Learning & RAG | Building Scalable, Thoughtful AI Systems

Bengaluru

< 1 year of work experience

Atria University - Al & Decentralized Technologies
May 20254 mosAug 2025

Bengaluru, Karnataka, India

Engineered U-Net deep learning model using PyTorch for 9x thermal super-resolution, optimized for NVIDIA A100 GPUs to resolve sub-grid gradients in obstructed regions via cloud-masking and normalization. Achieved model RMSE of 3.27K outperforming traditional bicubic interpolation baselines, validating deep learning viability for high-resolution climate modeling and Urban Heat Island analysis.
Naxxatra Sciences and Collaborative Research
Apr 20243 mosJun 2024

Bengaluru, Karnataka, India

Developed UGC-compliant Data Science curriculum covering foundational statistics, Python, and data analysis for high school students, delivering 50+ hours of technical workshops to 200+ students. Built an LLM-based automated assessment system for evaluating assignments and code submissions, reducing manual grading time by 85% and enabling real-time feedback delivery across multiple cohorts.

Arnav’s AI Stack

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Education

Atria University

Bachelor of Technology - BTech, Interactive Technology

Atria University

20224 yrs2026

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Headline

ML Engineer | GenAI | Deep Learning & RAG | Building Scalable, Thoughtful AI Systems

About

As a final-year B.Tech student in Digital Transformation, I work closely with machine learning and GenAI, with a strong focus on deep learning, agentic systems, and retrieval-based models. My interests lean toward technically demanding problems that call for depth and strong technical judgment, as I care a lot about how systems are designed and the decisions that shape them. I value environments that reward curiosity and technical depth, and I’m always open to conversations with people building ambitious, thoughtful AI. Also, 'I'm whatever LinkedIn needs me to be' ;)🦇🦹

Location

Bengaluru

AI stack

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langchain

langgraph

openai

Work experience

Machine Learning Intern at Atria University - Al & Decentralized Technologies, May 2025 - Aug 2025 · 4 mos, Bengaluru, Karnataka, India, Engineered U-Net deep learning model using PyTorch for 9x thermal super-resolution, optimized for NVIDIA A100 GPUs to resolve sub-grid gradients in obstructed regions via cloud-masking and normalization. Achieved model RMSE of 3.27K outperforming traditional bicubic interpolation baselines, validating deep learning viability for high-resolution climate modeling and Urban Heat Island analysis.

Research Assistant and Teaching Fellow at Naxxatra Sciences and Collaborative Research, Apr 2024 - Jun 2024 · 3 mos, Bengaluru, Karnataka, India, Developed UGC-compliant Data Science curriculum covering foundational statistics, Python, and data analysis for high school students, delivering 50+ hours of technical workshops to 200+ students. Built an LLM-based automated assessment system for evaluating assignments and code submissions, reducing manual grading time by 85% and enabling real-time feedback delivery across multiple cohorts.

Education

Bachelor of Technology - BTech, Interactive Technology, Atria University

Public links

github: https://github.com/arnavp27

Arnav Patil - Machine Learning Intern in Bengaluru | Tal