- Designed and implemented a FastAPI server hosted on AWS EC2, achieving a 40% reduction in latency and a 50% improvement in system scalability, enabling real-time conversational capabilities for children'seducational toys in the development and testing stage.- Integrated third-party STT, LLM, and TTS APIs, reducing response generation time by 30% and enhancing conversational accuracy by 25%. - Currently developing proprietary AI solutions to further improve system performance and interaction quality. - Led AI-driven feature development, aiming to boost user engagement and educational value by 35%.

- Optimized Convolutional Neural Network (CNN) architectures, reducing model training time by 30% while achieving a 15% boost in image categorization precision.- Engineered a robust NLP solution using Transformer models, achieving a 40% reduction in processing time for user-inputted ingredient lists.- Contributed to refining internal machine learning practices, resulting in a 25% increase in modeldeployment efficiency and effectiveness.- Applied deep learning techniques to accurately calculate nutrient content, leading to a 20% improvement in nutritional analysis accuracy.- Implemented a pioneering Computer Vision initiative, resulting in a 25% increase in image retrieval accuracy.

- Generated 150 B2B leads, resulting in a 30% increase in sales pipeline growth within a quarter, assortedleads in a shared Google sheet, facilitating streamlined collaboration and ensuring transparency acrossteams.- Analyzed lead quality, leading to a 20% improvement in conversion rates from lead acquisition tocandidate realization in the recruitment process.- Internally assessed mappable candidate quality, optimizing talent availability & increasing candidatesatisfaction by 25% and Revamped metrics for the entire lead generation process resulting in 22% betterefficiency.

- Engineered robust data pipelines for OpenStreetMap data ingestion and seamless integration with Cesium framework.- Achieved 20% improvement in processing time, resulting in highly interactive 3D geospatial map generation.- Implemented Unreal Engine blueprints to design interactive components such as characters and cars throughout the virtual city, and incorporated life-like physics for a realistic UE.- Attained 15% faster rendering in designs through versioning (v1.1 – v1.2.2) best practices and smooth VE.

- Wrote code and tests, built prototypes, resolved issues, and profile and analyze bottlenecks.- Designed robust APIs to support mobile and desktop clients.- Managed and optimized scalable distributed systems in the cloud.- Optimized web applications for performance and scalability.- Developed automated tests to ensure business needs are met, and allow for regression testing.

- Analyzed data to help develop and execute the required project.- Research Drives for Raw Data Mining.- Preparation of Market and trend analysis report for production department. Research on business portfolios and prepared stats records.- Developed, maintained, and scaled website.