Antara Rai

About Antara Rai

I’m an AI/ML Developer and Full-Stack Engineer with hands-on experience in building machine learning models, evaluating LLMs, and developing scalable web applications using modern frameworks like Next.js, Node.js, and Rust.I specialize in:• LLM evaluation — prompt testing, hallucination detection, model comparison, reasoning analysis• Machine learning workflows — data preprocessing, experimentation, model tuning, structured evaluation• Full-stack development — building polished, high-performance applications with React/Next.js• Cloud & DevOps — deploying and managing workloads on AWS & GCP• Cybersecurity fundamentals — digital forensics exposure and secure coding practicesI enjoy solving problems, breaking down complex systems, and improving model reliability using analytical thinking and experimentation. My background combines AI engineering, software development, and hands-on cloud/ML tool usage.Currently exploring roles in:AI Engineering, LLM Evaluation, ML Engineering, Full-Stack Development, and Applied Machine Learning.

Experience

1. Machine Learning Intern

   Codealpha

   Dec 2025 — Present · IN

   I recently began my Machine Learning internship at CodeAlpha, where I’m working on building hands-on experience with real ML projects and understanding end-to-end model development. My current tasks involve exploring datasets, performing data preprocessing, and implementing basic machine learning algorithms in Python.I’m starting with foundational projects such as:Credit Scoring Model using classification techniques (Logistic Regression, Random Forest, Decision Trees)Handwritten Character Recognition using CNNs on MNIST/EMNIST datasetsDisease Prediction Models using medical datasets from UCI ML RepositoryEmotion Recognition from Speech (MFCC feature extraction + deep learning models)My responsibilities include:Cleaning and preparing datasets for ML useConducting exploratory data analysisTraining and evaluating models using metrics like accuracy, precision, recall, F1-score, and ROC-AUCImplementing model architectures with Scikit-Learn, TensorFlow, or KerasDocumenting results, observations, and improvement plansSharing progress on GitHub and LinkedIn as required by CodeAlpha’s internship processThis role is helping me strengthen my fundamentals in ML workflows, get comfortable with common libraries, and gain practical experience with real-world machine learning problems.

Education

• Adamas University

  Bachelor of Technology - BTech, Computer Software Engineering