Karan Rajesh Nair

About Me

I am a proactive Machine Learning enthusiast with a commitment to solving challenging problems in dynamic environments. My strengths include natural language processing, computer vision, and deep learning. I enjoy collaborating with interdisciplinary teams to create impactful, real-world solutions.

Education

• B.Tech in Computer Science and Engineering (with AI)
  • Amrita Vishwa Vidyapeetham, 2021 - Present
• Higher Secondary Education
  • Rajashree SMM School, 2019 - 2021
• Secondary Education
  • Rajagiri HSS School, 2015 - 2019

Skills

• Programming Languages: Python, SQL, JavaScript, TypeScript
• Machine Learning Frameworks: TensorFlow, PyTorch
• Technologies: Generative AI, NLP, Computer Vision, ROS, MLops, LLMops
• Tools: GitHub, AWS, Spark, MongoDB, Comet ML
• Soft Skills: Communication, Collaboration, Business Acumen

Experience

AI/ML Intern | Amrita Center for Wireless Networks & Applications

• Worked on mispronunciation detection and localization using wav2vec models.
• Enhanced model accuracy with rigorous testing in real-world applications.

Achievements

• HackSphere Hackathon (March 2024)
  • First Prize for developing interactive workbooks from multimedia content.

Courses & Certifications

• Amazon ML Summer School (Aug 2024)
• Introduction to LLMs in Python (Jun 2024)
• Deep Learning for Text with PyTorch (Jun 2024)
• Deep Learning for Images with PyTorch (May 2024)

Publications

• LLM Enabled Evaluation System for Taxonomy-Based Question Generation Using Prompt Engineering
  • Enhanced question design through AI, leveraging educator feedback.

Contact

• Email: [email protected]
• LinkedIn: karan-rajesh-nair