Aparna Ashok

Associate Consultant

Ernakulam, Kerala, India0 mo experience
AI EnabledAI ML Practitioner

Key Highlights

  • Qualified UGC NET in Computer Science in first attempt.
  • Hands-on experience in AI and Machine Learning projects.
  • Strong background in teaching and instructional design.
Stackforce AI infers this person is a skilled AI/ML professional with a strong foundation in education and healthcare applications.

Contact

Skills

Core Skills

Teaching AssistanceInstructional DesignMachine LearningHealthcare AiMedical ImagingAi FundamentalsDeep LearningFake News DetectionCredit Card Fraud DetectionFraud DetectionAi/ml Model Development

Other Skills

Client Communication & ConsultationContent Planning & StorytellingLearning Management System (LMS)Video Content CreationAssessment DesignPython (Programming Language)Artificial Intelligence (AI)Data PreprocessingDecision TreeTF-IDFAnomaly DetectionSupervised LearningData ScienceOrder Handling & After-Sales SupportFeedback Collection & Review Management

About

I am currently in the final year of my Master’s in Computer Applications at Amrita Vishwa Vidyapeetham, with a strong interest in Computer Science research and academic development. I qualified UGC NET in Computer Science and Applications (December 2025) in my first attempt, which reflects my academic commitment and readiness to pursue research at a higher level. My academic journey began with a background in Physics, which helped me develop strong analytical and problem-solving skills. During my MCA, I transitioned into Computer Science and built foundational knowledge in programming, data structures, databases, machine learning, and core computing concepts. Currently, I am working as a Teaching Assistant with the Amrita Online Program, where I support course instructors in content development, learning resource curation, and academic coordination. My responsibilities include assisting in video content creation, managing Learning Management System (LMS) activities, designing assessments and quizzes, supporting live interactive sessions, and providing grading and evaluation support. I also help monitor student participation and progress, coordinate course activities, and assist in the academic management of major projects. This experience has strengthened my understanding of online education systems, instructional design, and student engagement, while allowing me to contribute actively to the teaching and learning process. My primary areas of interest include Artificial Intelligence, Machine Learning, Data Science, and emerging research areas in Computer Science. I have worked on academic and personal projects involving machine learning models, data analysis, and problem-solving, which strengthened my practical understanding of these domains. I am particularly interested in pursuing a PhD in Computer Science and contributing to research and academia. My long-term goal is to work as a researcher and educator, contributing to both scientific advancement and student learning. I am continuously improving my technical skills and actively seeking opportunities in research, academic collaboration, and learning environments that support growth and innovation.

Experience

0 mo
Total Experience
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Average Tenure
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Current Experience

Amrita online- amrita university

Teaching Assistant

Mar 2026Present · 2 mos · Ernakulam · On-site

  • Supporting faculty in delivering courses for the Online MBA Program under the AHEAD initiative.
  • Assisting instructors in major project coordination, including student guidance and project tracking.
  • Supporting content development by identifying and curating learning resources aligned with course objectives.
  • Assisting in video creation and editing for instructional content used in online learning.
  • Managing and organizing materials on the Learning Management System (LMS) and monitoring student participation.
  • Helping design assignments, quizzes, and practice assessments to improve learner engagement.
  • Assisting in live interactive sessions, including scheduling, moderating discussions, and managing polls or chat queries.
  • Providing grading support and preparing reports to assist instructors in academic evaluation and feedback.
Client Communication & ConsultationContent Planning & StorytellingLearning Management System (LMS)Video Content CreationAssessment DesignTeaching Assistance+1

Infosys springboard

Artificial Intelligence Intern

Sep 2025Nov 2025 · 2 mos · Remote

  • Selected for Batch 3 of the Infosys Springboard Virtual Internship 6.0.
  • Worked on CliniScan – AI-Enabled Lung Abnormality Detection using Chest X-ray Images as part of Infosys Springboard Virtual Internship 6.0 (B3), gaining practical exposure to healthcare AI, medical imaging, and machine learning.
  • Applied machine learning and deep learning techniques for medical image analysis, supporting early detection of lung abnormalities.
  • Gained hands-on experience in AI-driven healthcare solutions, data preprocessing, model evaluation, and performance analysis.
  • Enhanced technical, research, communication, and collaboration skills through structured learning, continuous assessments, and mentor-guided feedback
Python (Programming Language)Artificial Intelligence (AI)Machine LearningHealthcare AI

Edunet foundation

2 roles

IBM SkillsBuild 6-Week Internship Program on Front End Web Development

Aug 2025Sep 2025 · 1 mo · Remote

  • Selected for the IBM SkillsBuild 6-Week Internship Program in collaboration with AICTE and Edunet Foundation.
  • Gaining hands-on experience in front-end web development technologies
  • Working on a real-world project under mentor guidance
  • Learning through the IBM SkillsBuild platform with 80,000+ curated courses
  • Attending masterclasses led by industry experts and technical sessions

AI Azure Intern Microsoft (via Edunet Foundation & AICTE)

Jun 2025Jul 2025 · 1 mo · Remote

  • Completed a 4-week internship on Azure Artificial Intelligence From 11 June 2025 to 11 July 2025, a Microsoft initiative Implemented by Edunet Foundation in collaboration with (All India Council for Technical Education (AICTE).
  • Gained practical experience in AI & ML fundamentals, supervised & unsupervised learning.
  • Worked on Deep Learning, Neural Networks, and Computer Vision using Azure Custom Vision.
  • Explored Generative AI and Microsoft Copilot for NLP and content generation.
  • Built a real-world project from concept to demo using Azure AI Services.
  • Learned principles of Ethical AI & Responsible Innovation for impactful solutions.
Artificial Intelligence (AI)Python (Programming Language)Machine LearningAI FundamentalsDeep Learning

Elevvo pathways

2 roles

Machine Learning Intern

Jul 2025Aug 2025 · 1 mo

  • Delivered 4+ end-to-end ML projects covering data preprocessing, model building, evaluation, and visualization using Python, Scikit-learn, Pandas, Matplotlib, and Keras.
  • Traffic Sign Recognition: Trained a custom CNN on the 50K+ image GTSRB dataset, applying image preprocessing and achieving high accuracy; evaluated with a confusion matrix.
  • Student Score Prediction: Built a regression model to predict scores from study hours; performed EDA and visualized predictions for 25+ test cases.
  • Customer Segmentation: Applied K-Means clustering on 200+ mall customer records, optimized cluster count, and visualized segments in 2D.
  • Loan Approval Prediction: Developed a binary classification model to predict approvals; processed 600+ loan applications, handled missing data, and improved recall & F1-score with imbalance handling techniques.

Natural Language Processing Intern

Jul 2025Jul 2025 · 0 mo

  • Executed 4+ NLP projects involving text preprocessing, classification, and named entity recognition using Python, scikit-learn, NLTK, and spaCy.
  • Sentiment Analysis: Classified 50K+ IMDb/Amazon reviews using Logistic Regression, TF-IDF, and CountVectorizer; tested Naive Bayes and visualized top word frequencies.
  • News Category Classification: Built multiclass classifiers (Logistic Regression, Random Forest) on the 120K+ record AG News dataset, applying TF-IDF and feature engineering.
  • Fake News Detection: Trained SVM and Logistic Regression models to classify 20K+ news articles as fake or real, achieving high F1-scores.
  • Named Entity Recognition: Applied rule-based and statistical NER on the CoNLL-003 dataset (~35K sentences), visualized outputs with displaCy, and compared model performance.

Brainwave matrix solutions

AI/Machine Learning Intern

Jun 2025Jul 2025 · 1 mo

  • Built a Fake News Detection System achieving 99.58% accuracy using Decision Tree and TF-IDF text features.
  • Processed 5K+ news articles and evaluated 4 ML models to identify the most effective.
  • Developed real-time prediction functionality for instant news verification.
  • Created a Credit Card Fraud Detection model using anomaly detection and supervised learning, improving fraud identification on 284K+ transactions.
  • Applied class imbalance handling and feature engineering to boost model precision and reduce false positives.
Artificial Intelligence (AI)Machine LearningFake News DetectionCredit Card Fraud Detection

Elevate labs

AI/ML Intern

Jun 2025Jul 2025 · 1 mo · Remote

  • Gained hands-on experience in developing and applying AI/ML models.
  • Worked on real-world problem statements and implemented machine learning solutions.
  • Strengthened skills in Python, data analysis, and model evaluation.
  • Recognized as one of the Best Performers of the internship program.
Artificial Intelligence (AI)Machine LearningData ScienceAI/ML Model Development

Education

Amrita Vishwa Vidyapeetham

Master of Computer Applications - MCA — Computer Applications

Jan 2024Jan 2026

University of Kerala

Bachelor's degree in Science — Physics

Nov 2021Apr 2024

BHSS Karunagappally

Higher Secondary Education

Jul 2018May 2020

HS for Girls, Karunagappally

High School Education — Kerala Board of Public Examinations (KBPE) for SSLC (Class 10)

Jun 2015Mar 2018

UPGS Karunagappally

Lower Primary and Upper Primary Education

Jun 2008Mar 2015

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