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Name: Vinayak Mane

Job Role: AI Engineer

Address: Melbourne , Australia

AI & Machine Learning Expertise

95%
Python & Deep Learning
90%
Large Language Models
88%
Neural Networks
85%
Natural Language Processing
82%
Computer Vision
80%
MLOps & Cloud

About

About Me

Passionate AI Engineer with expertise in building intelligent systems that solve real-world problems. Specializing in Large Language Models (LLMs), Neural Networks, and Machine Learning pipelines, I create cutting-edge AI solutions that drive innovation. Currently pursuing Master's in AI at Monash University, I combine academic rigor with practical industry experience to develop scalable AI applications.

  • Specialization: Large Language Models & Neural Networks
  • Education: Master's in AI at Monash University (2024-Present)
  • Languages: English, Marathi, Hindi
  • Core Expertise: LLMs, Deep Learning, NLP, Computer Vision, MLOps
  • Tech Stack: Python, TensorFlow, PyTorch, LangChain, AWS, Docker, FastAPI
  • Research Focus: Generative AI, RAG Systems, Neural Architecture Search
  • Interests: AI Research, Open Source, Tech Innovation

Experience

Professional Experience

JUNE 2023 - JAN 2024

Machine Learning Engineer

BLUJAY ROBOTICS PVT. LTD.
  • đŸ€– Led development of AI-powered robotic control systems using Python
  • 🧠 Implemented cutting-edge ML models: YOLO, custom ANNs, and CNNs for object detection
  • đŸ’» Built user-friendly GUI using PySide2 framework
  • 🚀 Optimized preprocessing pipelines and model export for production
NOV 2022 - MAY 2023

Data Science Engineer

DELTAFOUR
  • ⚡ Developed Python-based Predictive Maintenance (PdM) system from scratch
  • 📊 Implemented LSTM networks for real-time anomaly detection
  • 🔧 Utilized Ensemble Algorithms for fault classification
  • ☁ Built MLOps pipeline with CI/CD and deployed on AWS EC2


Education


2024-Present

Master's of Artificial Intelligence

Monash University , Australia
2018-2021

Bachelor Of Technology

College Of Engineering Pune(COEP)

AI Projects

Innovative AI Solutions

Cutting-edge projects showcasing the power of artificial intelligence

AI-Powered Predictive Maintenance

Tech Stack: Python, TensorFlow, MLOps, Docker, AWS
Built an intelligent system to predict remaining useful life of jet engines using advanced regression algorithms and ensemble methods. Implemented full MLOps pipeline with CI/CD, containerization, and cloud deployment.

Deep Learning Computer Vision

Tech Stack: TensorFlow, Keras, OpenCV, Transfer Learning
Developed a sophisticated image classification system using state-of-the-art CNN architectures including ResNet, InceptionNet, MobileNet, and DenseNet. Achieved high accuracy through transfer learning and data augmentation techniques.

NLP & Transformer Models

Tech Stack: BERT, RoBERTa, Transformers, Scikit-learn
Solved Quora's duplicate question detection challenge using advanced NLP techniques. Implemented BERT and RoBERTa encoders alongside traditional ML approaches with GloVe embeddings and ensemble methods.


Time Series Forecasting AI

Tech Stack: LSTM, ARIMA, Prophet, Python
Developed advanced time series forecasting models for retail sales prediction. Implemented multiple ML algorithms including LSTM neural networks, ARIMA, and Facebook Prophet for accurate demand forecasting.

Unsupervised Learning & Clustering

Tech Stack: K-Means, DBSCAN, PCA, Scikit-learn
Built intelligent customer segmentation system using unsupervised learning algorithms. Applied K-Means clustering, DBSCAN, and dimensionality reduction techniques to identify customer patterns and provide personalized recommendations.

0 AI Models Trained
0 ML Projects
0 Research Papers
0 Lines of AI Code

More projects on Github

I love to solve business problems & uncover hidden data stories


GitHub

Contact

Contact Me

Below are the details to reach out to me!

Address

Melbourne , Australia

Contact Number

+61 0468470514

Download Resume

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