SHIKSHA PANDEY

B.Tech Computer Science & IT Undergraduate

Ghaziabad, UP, IndiaArtificial Intelligence and Machine Learning
1roles
29skills
1education
1credentials

About

B.Tech Computer Science & IT undergraduate with hands-on experience building machine learning systems in Python, including a content-based movie recommendation engine and an NLP-driven email spam classifier.

Experience

Generative AI Virtual Intern

IBM SkillsBuild

Completed structured training in Generative AI fundamentals, Large Language Models (LLMs), foundation models, Prompt Engineering, and Responsible AI, including bias mitigation, ethical design, and safe AI deployment.

Education

Ajay Kumar Garg Engineering College (AKGEC)

B.Tech, Computer Science & Information Technology

Expected 2027

CGPA: 8.1/10.0

Skills

PythonC++SQLScikit-learnSupervised LearningClassificationFeature EngineeringCosine SimilarityModel EvaluationPandasNumPyMatplotlibSeabornData PreprocessingExploratory Data AnalysisText PreprocessingTF-IDF VectorizationNLP ClassificationStop-Word RemovalLarge Language Models (LLMs)Prompt EngineeringResponsible AIGitGitHubJupyter NotebookGoogle ColabVS CodeNaive BayesContent-Based Filtering

Projects

Movie Recommender System

Developed a content-based movie recommendation engine in Python using cosine similarity over vectorized feature representations. Built a multi-attribute feature extraction pipeline using genre, cast, crew, and keyword metadata, with data cleaning and text preprocessing.

Email Spam Classifier

Built a binary NLP classification pipeline in Python using text preprocessing, TF-IDF vectorization, and a Naive Bayes classifier to distinguish spam from legitimate emails. Evaluated performance using accuracy, precision, recall, and F1-score.