Pruthvi Poreddy

Hardworking Student offering part-time work experience and extensive knowledge of core subject matter. Meticulous and detail-oriented with excellent observational, organizational and communication skills.

Bachelor of Technology (B.Tech)
[Artificial Intelligence and Machine Learning]
[B V Raju Institute of Technology], [Narsapur]
CGPA: 8.08 (Till Date)
Year of Graduation: [2026]

Intermediate (Class XII)
[Telangana State Board of Intermediate Education]
Percentage: 93.1%
Year of Passing: [2022]

Secondary School (Class X)
[SSC]
CGPA: 10.0
Year of Passing: [2020]

Bronze Certificate - Smart Interviews Program(DSA)

1. Self-Trained Panoptic Segmentation
Computer Vision | Deep Learning | Self-supervised Learning

• Developed a self-training pipeline for panoptic segmentation combining semantic and instance segmentation tasks.
• Utilized pre-trained models and pseudo-labeling to improve performance with limited labeled data.
• Evaluated using standard metrics such as PQ (Panoptic Quality) on benchmark datasets.
• Tools/Tech: Python, PyTorch, Detectron2, OpenCV

2. Bias and Fairness Mitigation in LLMs
NLP | Responsible AI | Fairness in Machine Learning

• Investigated and implemented techniques for detecting and mitigating social bias in Large Language Models.
• Conducted bias analysis using various fairness metrics and introduced mitigation strategies such as debiasing embeddings and fine-tuning.
• Compared performance against existing models to highlight improvements in fairness without significant loss in utility.
• Tools/Tech: Python, Transformers (Hugging Face), Sklearn, Fairlearn