Venkat Amith Woonna Email & Phone Number

Visakhapatnam, Ap, In

Visakhapatnam, Ap, In

Bengaluru, Karnataka, India

Part of Generative AI, ML, Research and development team.Working on Augmented Financial Intelligence (AFI) , LangChain and Gen-Al tools.

Banglore

• Developed the backend infrastructure for a Retrieval-Augmented Generation (RAG) (using Mixtral 8x7B) chatbot utilized in an algorithm recommendation system. Spearheaded the integration of machine learning models, optimized data retrieval processes, and ensured robust API performance to deliver accurate and efficient recommendations to users.• Conducted comprehensive analysis on 5 years' worth of a trader's fill data, employing advanced statistical techniques and predictive modeling to accurately forecast future trends, facilitating proactive inventory management strategies.• Leveraged R and Tableau for in-depth statistical analysis and data visualization, revealing actionable insights that shaped the trader's strategy.

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.

Auckland, New Zealand

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

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.