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M.Tech (CSE) candidate passionate about Deep Learning & Machine Learning. Experienced in building end-to-end neural network pipelines — from CNNs and NLP transformers to 3D generative models and real-time AI deployment.

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Pranav Muralidhar
<about>

About Me

Get to know me better

A Passionate Deep Learning & ML Engineer

I'm a M.Tech (CSE) candidate at PES University, Bengaluru, with a deep passion for Deep Learning and Machine Learning. I love building neural network architectures — from CNNs for computer vision to transformer models for NLP — and deploying them to solve real-world problems.

My journey spans from training emotion-detection models with RoBERTa to generating 3D avatars with Stable Diffusion and Hunyuan3D. I'm comfortable translating ambiguous problem statements into well-defined ML pipelines, validating models with data, and communicating actionable insights.

Name Pranav Muralidhar
Location Bengaluru, Karnataka
Degree M.Tech in CSE
Email pranavmuralidhar27@gmail.com
Contact Me

Deep Learning

CNNs, Transformers, GANs — building & training neural network architectures

Machine Learning

End-to-end ML pipelines, from feature engineering to model deployment

NLP & Computer Vision

RoBERTa, Stable Diffusion, sentiment analysis & image generation

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Technical Skills

Technologies and tools I work with

Languages

Java
Python
SQL
HTML
CSS
JavaScript

Data & ML

Pandas
NumPy
EDA
Data Viz
Feature Eng.
CNN
NLP

Core Competencies

DSA
OOP
Machine Learning
MySQL
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My Education

Academic journey and achievements

2024 – 2026

M.Tech in Computer Science & Engineering

PES University, Bengaluru

CGPA: 8.0/10.0 Bengaluru, Karnataka
2020 – 2024

B.E. in Computer Science & Technology

KLE Dr MS Sheshgiri College of Engineering and Technology

CGPA: 7.96/10.0 Belagavi, Karnataka
2019 – 2020

Pre-University Education

KLE's G.I.Bagewadi PU College

Percentage: 81.83% Nipani, Karnataka
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Work Experience

Professional journey and contributions

Persistent Martian Program

Persistent Systems

2023 Online
  • Completed comprehensive training program in Core Java programming, focusing on object-oriented programming principles and data structure implementation.
  • Gained hands-on experience in Database Management Systems (DBMS), including database design and data integrity concepts.
  • Developed foundational skills in software development practices and database optimization techniques.
  • Successfully completed coursework in enterprise-level programming concepts and best practices.
Java DBMS OOP Enterprise Dev
<projects>

Featured Projects

Some of my best work

In Progress

Avatar Generation in Metaverse

Sentiment Analysis | Python, ML, AI

End-to-end Emotion-to-Avatar pipeline using RoBERTa-based emotion inference and Stable Diffusion for generating metaverse-ready 3D avatars with Hunyuan3D 2.1.

  • Consolidated GoEmotions into 6 major emotion classes using EDA and K-Means
  • RoBERTa-based emotion detection with controllable expression parameters
  • Emotion-conditioning Stable Diffusion for 3D avatar generation
Python RoBERTa Stable Diffusion Hunyuan3D K-Means
Completed

Agricultural Price Forecasting

Sell/Hold Recommendations | Python, ML

Decision-support ML pipeline to forecast crop prices using historical mandi data and generate actionable "SELL/HOLD" advisories for farmers and traders.

  • Time-series forecasting with lag features and rolling averages
  • Threshold-based advisory engine for practical decisions
  • EDA for trend/seasonality capture with engineered features
Python Pandas Time-Series ML Pipeline
Completed

2D Car Racing Game

OpenGL, GLUT, C++

Interactive 2D racing game with real-time graphics rendering, collision detection, dynamic obstacle generation, and optimized 60 FPS performance.

  • Procedural content creation increasing gameplay variety by 70%
  • Consistent 60 FPS through efficient memory management
  • Modular architecture with separate rendering systems
C++ OpenGL GLUT Game Dev
<contact>

Get In Touch

Let's work together on something great

Let's Connect

I'm currently looking for new opportunities. Whether you have a question or just want to say hi, I'll do my best to get back to you!

Email pranavmuralidhar27@gmail.com
Phone +91 6360878206
Location Bengaluru, Karnataka, India