Swetha Sri I

Enthusiastic and detail-oriented professional with hands-on experience in cloud platforms, workflow automation, and data processing. Strong understanding of API integrations, cloud storage services, and process monitoring to support efficient operations. Passionate about developing innovative cloud solutions using the latest DevOps tools, with a proven ability to learn and adapt quickly. Equipped with strong problem-solving skills and a collaborative mindset to contribute effectively within cross-functional teams.

Zero Shot Video Grounding With Pseudo Query Lookup & Verification

• Objective: Addressed the challenge of localizing video segments in unspliced footage without the need for human-labeled data, applicable to surveillance and video retrieval.
• Innovation: Designed a dual-stage pipeline that overcomes the limitations of static models by introducing a dynamic Lookup & Verification mechanism.
• Technical Implementation:
  Lookup Stage: Leveraged CLIP to extract and match visual concepts with language-based candidate queries.
  Verification Stage: Developed a verification module using a Transformer encoder to assess and refine temporal boundaries.
  Optimization: Employed differentiable sampling to ensure the entire system could be optimized end-to-end.
• Impact: Improved system adaptability and precision by automating pseudo-query generation, resulting in higher temporal accuracy than existing ZS-VG methods.

• Paper presentation 3rd place in the PAPER PRESENTATION event during National Engineers Day Celebrations on 19th September 2022 at SIMATS School of Engineering, Chennai.
• 1st Place in National Conference Achieved 1st position in National Conference conducted by Sri Venkateswara college of Engineering, Sriperumbudur

AWS - Cloud Practioner Certification (CLF - CO2)