SYSTEM :: MAYURA

DATA / ML ENGINEER

&AI RESEARCHER

user@mayura:~/research

user@mayura:~$ whoami

Name: Mayura Patkar
Role: Deep Learning Engineer
Focus: Transformers, GNNs, LLMs
Status: Open to Collaboration

user@mayura:~$ python train_model.py --epochs=100

Training... [====================] 100%
Loss: 0.0023 | Accuracy: 99.8%
Model saved successfully.

user@mayura:~$ _

INITIALIZE_PROJECTS DOWNLOAD_RESUME

// BIO_DATA

MCA MIT MANIPAL

3+ YRS EXP

> SYSTEM ANALYSIS:

I am a DATA / ML ENGINEER exploring the frontiers of Artificial Intelligence. My core processing power is dedicated to understanding and improving Transformer architectures and Graph Neural Networks.

Currently executing advanced learning algorithms at MIT Manipal. I build systems that can learn, adapt, and generate. From training Language Models from scratch to optimizing neural pathways, I am obsessed with the "Intelligence" in AI.

// PROJECT_DATABASE

PYTORCH TRANSFORMER

T-CLM2

Engineered a 275M-parameter decoder-only Transformer from scratch. Exported to Hugging Face with Safetensors integration.

ACCESS_DATA >

FULLSTACK AI

OMNIERA

AI-powered chat app with a finetuned custom Transformer model. Built with Node.js, Express, MongoDB, and Python.

ACCESS_DATA >

ELECTRON MONGODB

SSMS

Desktop-based management system. Reduced paperwork by 80% with offline capabilities and seamless data sync.

ACCESS_DATA >

ELECTRON MONGODB

SHRESHT SYSTEMS

Commercial business portfolio website for Shresht Systems.

ACCESS_DATA >

PYTHON RAG

Retrieval-Augmented Generation

RAG Service - Retrieval-Augmented Generation for Web Content

ACCESS_DATA >

DJANGO PYTHON

intelliAi

AI-powered chat app with a finetuned custom Transformer model. Built with MongoDB, Django, and Python.

ACCESS_DATA >

// SKILL_MATRIX

LANGUAGES

PYTHON

95%

C / C++

85%

JS

80%

SQL

85%

DATA SCIENCE & ML

PYTORCH

90%

SCIKIT

85%

PANDAS

95%

MATPLOTLIB

80%

FRAMEWORKS & TOOLS

NODE.JS

85%

MONGODB

80%

GIT

90%

VS CODE

95%

// ACADEMIC_LOGS

EXPECTED 2026

MASTER OF COMPUTER APPLICATIONS

MANIPAL INSTITUTE OF TECHNOLOGY, MANIPAL

> CGPA: 7.68
> Specialization in Artificial Intelligence & Machine Learning.

GRADUATED 2024

BACHELORS OF COMPUTER APPLICATIONS

MANGALURU UNIVERSITY, KARNATAKA

> CGPA: 8.7
> Graduated with Distinction.

// INSTALLED_MODULES

TENSORFLOW_DEV

Google Certificate

VERIFIED

AWS_ML_SPECIALTY

Amazon Web Services

VERIFIED

DEEP_LEARNING_SPEC

Coursera / DeepLearning.AI

VERIFIED

HACKATHON_WINNER

Smart India Hackathon 2023

AWARDED

// ESTABLISH_COMMS

> INCOMING TRANSMISSION...
> CHANNEL OPEN.
> READY TO COLLABORATE ON NEXT-GEN AI PROJECTS.

SEND_EMAIL CALL_ME