Hi, I'm Manthan Barhate!

  • Third-year undergraduate student with a solid background in Machine Learning and deep learning algorithms.
  • Skilled in developing AI and ML models, analyzing complex datasets, and implementing natural language processing techniques.
  • Proficient in Python and C++ programming languages.
  • Strong problem-solving abilities with a track record of successful project delivery.
  • Seeking to leverage expertise to drive innovation and advance AI technologies.
  • Keen appreciation for mentorship and continuous learning.

Skills

Machine Learning

1 year experience

Huggingface Transformers

1 year experience

Python

2 years experience

Node.js

1 year experience

Oracle DB

1 year experience

Mongo DB

1 year experience

C/C++

2 years experience

React.js

1 month experience

Projects

Brain Tumor Detection (2024)

  • Identifies probable tumor or muscle mass growth through prediction by custom-trained neural network on publicly available dataset.
  • Preprocessed dataset to classify images, augmented images for diverse possibilities.
  • Checked model over several optimizers, loss, and cost functions to achieve a good dice coefficient and accurate predictions.

Anomaly Detection in Public Places (2024)

  • Detects anomalies in public places, focusing on unidentified luggage based on parameters like time and static location.
  • Utilized YOLO for object detection and coordinate geometry for position tracking.
  • Coded a trigger system to alert authorities based on specified parameters.

Community App Backend - Hackathon (2024)

  • Community event management system built using Node.js, Express.js, and MongoDB.
  • Facilitates user authentication, event creation, and management.
  • Includes features such as user signup, login, event creation, updating, and deletion.
  • Designed to handle a global list of all events created by any user, providing a centralized repository.

Audio-gen (2023)

  • Text-to-audio generator built using “facebook/musicgen-small” and “AutoProcessor” pretrained models from Hugging Face transformers.
  • Models are pipelined with web pages for text-input flow to the model and audio (.wav) file output to the user.
  • Integrated pickle files for the models with HTML templates for data flow with the end routes in Flask.

Recommendations

“ Manthan is a very quick learner and quickly grasps key concepts of Web development. He got a great attitude & He is an excellent team player. He has a curious mind and asks the right question. He takes initiative within a team and has potentials to lead the team. ”
“ Working with Manthan has been an awesome experience. He is highly knowledgeable and always goes the extra step to make sure everything is right. For any future projects that need his expertise I would definitely want to work with him again. ”
“ I had worked along with Manthan during the initial phase of our project which needed Web development. He is a committed resource who has in depth knowledge about the domain. He will be an asset for any organisation! ”
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