Kartheek Manda Email & Phone Number

Toronto, On, Ca

Toronto, Ontario, Canada

• Developed and deployed the ask-riskthinking.ai chatbot using LLaMA2 for natural language understanding, enhancing real-time responses to climate risk queries.• Built a Retrieval-Augmented Generation (RAG) model using BERT and GPT-4 to automate the extraction of key parameters from sustainability reports, enhancing data quality and reducing manual effort.• Implemented a satellite image processing pipeline with YOLOv5 for scalable detection of physical climate hazards from geospatial data, expanding global risk assessment capabilities.• Developed a value-chain analysis tool using GPT-3.5 and LLaMA2 to identify competitors, suppliers, and customers, delivering enhanced strategic insights and increasing platform value for clients.• Created a semantic segmentation model to extract building footprints, reducing manual mapping time by 40% and improving risk assessment accuracy.

Calgary, Alberta, Canada

• Developed energy consumption optimization models using time-series techniques, resulting in a 30% increase in forecast accuracy.• Created AI-powered smart home solutions for predictive maintenance, leading to a 20% reduction in energy costs.• Developed personalized customer behavior prediction models using LSTM and Transformer-based models, resulting in a 15% increase in user engagement.

Visakhapatnam, Andhra Pradesh, India

• Implemented NLP techniques like NER and text classification to automate data extraction, reducing manual processing by 40%.• Developed computer vision-based QA systems using YOLO and Faster R-CNN, reducing design error rates by 25%.

Visakhapatnam, Andhra Pradesh, India

• Developed detailed technical documentation for model development, testing, and deployment to enhance collaboration and knowledge transfer.• Automated text classification for extracting key information from technical documents, ensuring data accuracy.

Master Of Engineering - Meng

Diploma Of Education, Applied Machine Learning

Bachelor Of Technology - Btech