Karmanjot Singh

Detail-oriented Software Trainee with a solid foundation in programming and software development. Demonstrates strong competencies in data structures and proficiency in languages such as Java and Python. Committed to applying academic insights to real-world projects while enhancing collaborative problem-solving skills. Passionate about adopting new technologies to contribute to innovative software solutions.

Java & Data Structures Course – Coding Ninjas [2024]

• Gained. experience in Java ,oops and Datastructures such as arrays, linked lists, stacks, queues.
• Completed multiple coding assignments and projects to strengthen problem-solving skills.

Machine Learning – Stanford University [Andrew Ng, Coursera]

• Learned Supervised & Unsupervised Learning, Regression, Neural Networks, and SVMs.
• Implemented ML algorithms for classification, clustering, and anomaly detection.
• Worked with PCA, K-Means, and Gradient Descent for optimization and dimensionality reduction.

• Placement Cell , Punjabi University Patiala 2022-2024

Executive Member

I have been organizing and managing On-campus placement drives under the guidance of

Dr.Jaswinder Singh

Semantic Analysis of HMPV Virus                                                                                                              

• Utilizing NLP techniques to extract key information and identify patterns in large sets of scientific texts.
• Worked with medical and virology datasets to assess word embeddings, context-based relationships, and sentiment Contributed to a research paper exploring the semantic landscape of HMPV research, aimed at identifying gaps and emerging trends in the field.towards the virus.

Named Entity Recognition (NER) for Legal Documents                                                                            Nov -2024

• Developed a Named Entity Recognition (NER) model for identifying legal entities in Hindi text.
• Utilized Machine Learning & NLP techniques to extract entities such as names,court ,judge ,age,prisoners, locations, and legal references.
• Preprocessed Hindi legal documents using manual tokenization of the hindi dataset.
• Leveraged Python, TensorFlow, SpaCy, and Hugging Face, and Transformer-based models (BERT) for model development.

EDU4KIDS A game based Learning Platform -Website                                                                             Aug  - 2023

Tools- HTML,CSS,Boootstrap,Javascript,Python(Django),API,AWS Developed "Game-Based Learning" platform integrating education and entertainment for children.

• Developed an interactive education-meets-entertainment platform for children.
• Designed and implemented educational games like Hangman, Jumbled Letters, Guessing Sentences, and Mathematical Challenges (4096, Basic Math Challenge).