Abhinav Kumar Singh
Available for New Projects

Abhinav Kumar Singh

Aspiring Machine Learning Engineer proficient in Python for data manipulation and visualization. Passionate about advancing AI, currently delving into Deep Learning and Natural Language Processing through continuous exploration and learning.

What Have I Made?

Featured Projects

Here are some of the projects I have worked on. Each project has helped me grow as a developer and learn new skills.

Python, NumPy, Matplotlib, Plotly2024

NeuNet


  • Implemented a fully connected neural network with backpropagation
  • Achieved 92% accuracy on synthetic spiral dataset
  • Introduced dynamic learning rate decay and accuracy evaluation
NeuNet
Python, Flask, PyTorch, Transformers, scikit-learn, NLTK, PyPDF22024

Brieflet


  • Automated domain classification of research papers
  • Generated concise, informative summaries for research papers
  • Extracted key sections like abstract, introduction, methodology, results, and conclusion
Brieflet
Python, OpenCV2023

ArrowDetection


  • Real-time video processing for arrow shape detection
  • Implemented adjustable HSV thresholds for fine-tuning detection
  • Highlighted detected arrows with bounding boxes and contours
ArrowDetection
Accuracy
Precision
Recall
F1-Score
Generalization
Bias
Variance
Overfitting
Underfitting
Explainability
Interpretability
Robustness
Accuracy
Precision
Recall
F1-Score
Generalization
Bias
Variance
Overfitting
Underfitting
Explainability
Interpretability
Robustness

Achivements

What I have accomplished till now?

Doing many amazing things has been a part of my college life, but there's still a lot to be done, so I'm working on it.

Designathon:-DesignHub,IIIT-D
Designathon:-DesignHub,IIIT-D
2024

Became 2nd Runner-up in Designathon. Designed a Mobile App for farmers to help them in crop management named 'Fasal'.

Beta Learn Student Ambassador
Beta Learn Student Ambassador
2023

Became a Beta Member of MLSA(Microsoft Learn Student Ambassador) Program. Organized various events and workshops on AI, ML, and Cloud.

Smart India Hackathon Finalist
Smart India Hackathon Finalist
2024

Became a finalist in Smart India Hackathon 2024, for developing a solution for the problem statement given by the Ministry of Ayush.

Hacktoberfest
Hacktoberfest
2024

Participated in Hacktoberfest 2024 and contributed to open-source projects succesfully completing over 6 PRs.

Next Generation Tech Booster Scholar
Next Generation Tech Booster Scholar
2024

Recipient of the Next Generation Tech Booster Scholarship by Bertelsmann and Udacity, specializing in advanced skills through project-based learning.

Designathon:-DesignHub,IIIT-D
Designathon:-DesignHub,IIIT-D
2024

Became 2nd Runner-up in Designathon. Designed a Mobile App for farmers to help them in crop management named 'Fasal'.

Beta Learn Student Ambassador
Beta Learn Student Ambassador
2023

Became a Beta Member of MLSA(Microsoft Learn Student Ambassador) Program. Organized various events and workshops on AI, ML, and Cloud.

Smart India Hackathon Finalist
Smart India Hackathon Finalist
2024

Became a finalist in Smart India Hackathon 2024, for developing a solution for the problem statement given by the Ministry of Ayush.

Hacktoberfest
Hacktoberfest
2024

Participated in Hacktoberfest 2024 and contributed to open-source projects succesfully completing over 6 PRs.

Next Generation Tech Booster Scholar
Next Generation Tech Booster Scholar
2024

Recipient of the Next Generation Tech Booster Scholarship by Bertelsmann and Udacity, specializing in advanced skills through project-based learning.

Who am I?

About Me

I am an ML Engineer with a passion for creating accurate and functional models.

Education

My current education and certifications.

Tech Toolbox

Here are some of the technologies I have worked with.

Python
Java
JavaScript
Flask
Html5
CSS3
React
Github
Git
MongoDB
Python
Java
JavaScript
Flask
Html5
CSS3
React
Github
Git
MongoDB
Numpy
Matplotlib
Pandas
Seaborn
Scikit-learn
Tensorflow
Streamlit
Sqlite3
Langchain Streamline Icon: https://streamlinehq.com Langchain
Firebase
Numpy
Matplotlib
Pandas
Seaborn
Scikit-learn
Tensorflow
Streamlit
Sqlite3
Langchain Streamline Icon: https://streamlinehq.com Langchain
Firebase

Beyond The Code

Explore my interests and hobbies.

Badminton 🏸🎨
Photography📷
Gaming🎮
Music🎵
Gym🏋️‍♂️
Athletics🏃‍♂️
Traveling🌄
Reading📚
Map
Smile Memoji

Before leaving have some fun🤓

Match all pairs to win!

Moves: 0