Uppini Niranjan

About Me

I am Uppini Niranjan, currently pursuing a Master’s in Artificial Intelligence at Cardiff University. I specialize in Machine Learning, Deep Learning, and AI-driven solutions that make a real impact.

Education

• Masters in Artificial Intelligence, Cardiff University - September 2024 – Present
• Bachelor of Technology (Artificial Intelligence), Mahindra University - August 2020 – August 2024
  • CGPA: 7.0/10
  • Relevant coursework: Machine Learning, NLP, DIP, Design Thinking, Deep Learning.
• Intermediate, Sri Chaitanya Junior College, Narsingi Hyderabad - June 2018 – May 2020
  • Percentage: 93%
• 10th Grade, Sri Chaitanya Techno School, NR Peta Kurnool - May 2017 – June 2018
  • CGPA: 9.8/10

Relevant Experience

Emotion Analysis of CHAT-GPT Generated Content, Mahindra University

• Analyzed the emotional depth of AI-generated stories compared to works by Indian authors using fine-emotion analysis.
• Applied NLP techniques with the HuggingFace algorithm, comparing AI content with works by Mulk Raj Anand, Premchand, Rabindranath Tagore, R.K. Narayan, and Ruskin Bond.
• Developed skills in NLP, Python, and data visualization using emotion probability matrices and bar charts.
• Identified key limitations and provided recommendations for enhancing AI emotion analysis.

Malware Analysis Using Deep Learning, Mahindra University

• Developed a classification model for malware detection using BERT and Word2Vec for word embeddings.
• Implemented machine learning algorithms to enhance classification accuracy and efficiency.
• Utilized Python, TensorFlow, and Keras for model training and evaluation.
• Conducted data analysis to identify trends and patterns in malware behavior.
• Collaborated with peers to refine model parameters and optimize performance.

Intern - Digital Innovator, Digiup Private Limited

• Worked on Door Specification Classification and Vision Pro projects, using decision trees and neural networks for classification.
• Built a FastAPI web app to process input data, predict classifications, and handle document uploads.
• Integrated TfidfVectorizer for text vectorization and classifiers such as RandomForest, ExtraTrees, and AdaBoost.
• Utilized pdfplumber, python-docx, and Camelot for data extraction and structured output.
• Ensured asynchronous handling and error management in the web API.

Relevant Skills

• IT: Skilled in Python, TensorFlow, Keras, FastAPI, and data visualization through Python libraries. Proficient in Microsoft Word, PowerPoint, and Excel.
• Communication: Strong verbal and written communication skills, with experience presenting research and creating technical documentation.
• Collaboration: Experienced in team settings, contributing to project design and research.
• Leadership: Managed project coordination at Didgiup, guiding peers and facilitating discussions.
• Resilience: Gained resilience through hands-on experience in complex projects, navigating challenges in AI-generated narrative analysis.
• Flexibility: Adapted algorithms and frameworks based on project requirements and stakeholder feedback.

Interests

• Mathematics: Ranked state 4th in NTSE (National Talent Search Examination) 2017-2018.
• Cricket: Batting all-rounder.
• Video Games: Top-ranked Indian PUBG player, actively involved in tournaments.
• Photography: Passionate about capturing moments, with a focus on detail and composition.
• Research: Engaged in exploring new AI technologies and applying them to real-world problems.

Contact Me

Mobile: (+44)XXXXXXXXXX

Email: nxxxxxxxxxxxxxxxxm