Venkat Amith Woonna

AI Researcher

Visakhapatnam, Andhra Pradesh, India0 mo experience

AI EnabledAI ML Practitioner

Key Highlights

Achieved 96.20% accuracy in cataract identification.
Optimized named entity recognition for security intelligence.
Conducted phishing website feature analysis.

Stackforce AI infers this person is a Data Scientist with a focus on Machine Learning and AI in Healthcare and Cybersecurity.

Contact

Skills

Core Skills

Machine LearningData AnalysisNatural Language Processing

Other Skills

Algorithmic TradingAnalytical SkillsApplication DevelopmentArtificial Intelligence (AI)Augmented Financial Intelligence (AFI)Back-End Web DevelopmentBusiness AnalysisBusiness AnalyticsBusiness RequirementsC (Programming Language)CanvaConvolutional Neural NetworksCritical ThinkingCybersecurityData Analytics

Experience

0 mo

Total Experience

Average Tenure

Current Experience

Futures first

Quant Researcher

Jan 2024 – Present · 2 yrs 5 mos · Bengaluru, Karnataka, India · On-site

Vellore institute of technology

Research Intern at Centre for Smart Grid Technologies

Oct 2023 – Dec 2023 · 2 mos · On-site

Worked under Dr. Senthil Prakash and Dr. Sudharson S on Effective Cataract Identification System using Deep Convolution Neural Network. Our proposed method's performance is compared with benchmarking ResNet50 and VCG19 deep learning models and gives the accuracy of 96.20%. In contrast, the benchmarking model ResNet50 has given 95% accuracy, and the VGG19 model has given 92.50% accuracy.

Deep LearningConvolutional Neural NetworksData AnalysisMachine Learning

The university of auckland

Research Intern at The University of Auckland

Jun 2023 – Nov 2023 · 5 mos · Auckland, New Zealand · Hybrid

Focusing on potential avenues to improve CLAVIN-NERD, a named entity recognition (NER) tool tailored
for security intelligence. Analyzed the challenges of scraping public data sources, generating actionable
insights, and exploring alternative NER methods. The primary goal is to optimize CLAVIN-NERD’s performance and deliver accurate location intelligence for security-related tasks.

Named Entity RecognitionData ScrapingData AnalysisNatural Language Processing

Vellore institute of technology

Summer Reseach Inter at Centre for Advanced Data Science

Jun 2022 – Aug 2022 · 2 mos

Worked under Dr.Trilok Nath Pandey on phishing websites by analyzing their features and characteristics. Through this research, I gained experience in data analysis, machine learning, and cybersecurity.

Data AnalysisMachine LearningCybersecurity