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Mahesh PatilMP
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Mahesh Patil

@maheshpatil4

Machine Learning Intern at WarmWrite AI who fine-tuned LLMs for grammatical error correction and optimized LLaMA 3.2-3B.

India
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At WarmWrite AI, I fine-tuned language models for automated grammatical error correction using the BEA-2019 dataset. I optimized LLaMA 3.2-3B with LoRA and quantization-aware training, and evaluated text-correction models using GLEU and F0.5.

I built a Transformer encoder-decoder from scratch for English-Hindi neural machine translation, training it on the OPUS-100 corpus. The project included an end-to-end training and inference pipeline with checkpointing and performance monitoring.

In my projects, I developed AI platforms for medical image analysis and code execution, as well as a distributed real-time chat backend. I’m a third-year Artificial Intelligence and Data Science student at D.Y. Patil College of Engineering, Akurdi, with a 9.56 CGPA.

Experience

Work history, roles, and key accomplishments

Education

Degrees, certifications, and relevant coursework

DA

D.Y. Patil College of Engineering, Akurdi

B.E., Artificial Intelligence & Data Science

2023 -

Grade: 9.56 / 10

Pursuing B.E. in Artificial Intelligence & Data Science with a CGPA of 9.56/10.

DS

Dr. P.R. Ghogrey Arts, Commerce & Science Junior College Shirpur

12th, General

Grade: 88.83 / 100

Completed 12th grade under MSBSHSE with a percentage of 88.83/100.

RS

R C Patel Secondary School Shirpur

10th, General

Grade: 97 / 100

Completed 10th grade under MSBSHSE with a percentage of 97/100.

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