AI-Powered Search for E-Commerce

• Developed and deployed an end-to-end automated AI executive summary generation system for incident management tickets, integrated with existing Jira workflows, reducing manual reporting time by 100% and response times by 10%.• Engineered a scalable data pipeline using AWS to process and store incident data, enabling real-time updates and analysis for over 150 daily tickets.• Implemented a RAG system using pgvector, improving summary accuracy and style through contextual information… Show more • Developed and deployed an end-to-end automated AI executive summary generation system for incident management tickets, integrated with existing Jira workflows, reducing manual reporting time by 100% and response times by 10%.• Engineered a scalable data pipeline using AWS to process and store incident data, enabling real-time updates and analysis for over 150 daily tickets.• Implemented a RAG system using pgvector, improving summary accuracy and style through contextual information retrieval from historical data and related tickets.• Optimized AI model performance by experimenting with various preprocessing techniques and prompt engineering, resulting in a 25% improvement in summary quality as measured by cross-team feedback. Show less

• Founded and led UnleashAI, a tech consulting agency delivering custom AI solutions to growing businesses, resulting in an average of 80% increase in task efficiency and $100,000+ annual cost savings per client.• Spearheaded diverse AI projects, including chatbot development, workflow automation, and AI-driven applications, transforming manual processes into streamlined systems for clients across various industries.• Managed and mentored a team of 3 employees, fostering a culture of… Show more • Founded and led UnleashAI, a tech consulting agency delivering custom AI solutions to growing businesses, resulting in an average of 80% increase in task efficiency and $100,000+ annual cost savings per client.• Spearheaded diverse AI projects, including chatbot development, workflow automation, and AI-driven applications, transforming manual processes into streamlined systems for clients across various industries.• Managed and mentored a team of 3 employees, fostering a culture of innovation and continuous learning, leading to consistent delivery of high-quality AI solutions.• Developed consulting expertise to translate complex business challenges into actionable AI strategies, resulting in a 100% client satisfaction rate.• Cultivated a robust client network through targeted sales initiatives and marketing funnels, achieving a 150% growth in clientele over the last month. Show less

• Engineered and deployed an AI chatbot on Slack, automating virtual sandbox reservations for 300+ corporate clients, completely cutting out related operational expenses, increasing efficiency, and improving user experience.• Implemented a supervised learning workflow that increased model accuracy by 42%, by developing a script to continuously retrain the chatbot on new interaction data and feedback.• Optimized the chatbot’s NLU pipeline, achieving a 50% reduction in response time and a… Show more • Engineered and deployed an AI chatbot on Slack, automating virtual sandbox reservations for 300+ corporate clients, completely cutting out related operational expenses, increasing efficiency, and improving user experience.• Implemented a supervised learning workflow that increased model accuracy by 42%, by developing a script to continuously retrain the chatbot on new interaction data and feedback.• Optimized the chatbot’s NLU pipeline, achieving a 50% reduction in response time and a 9.5% increase in accuracy, by redesigning task-specific preprocessing and intent classification algorithms.• Collaborated with product managers and corporate clients to gather requirements and iterate on chatbot functionality, resulting in a 95% adoption rate among target users within the first month of deployment. Show less

• Coached online python course with over 1700 students from all over the world, contributing to an 85% student pass rate• Met with students over video calls to help improve understanding in key concepts as well as work through bugs in written code• Graded assignments checking for correctness and understanding while providing constructive feedback

• Engineered a novel data-processing software using Axon and SkySpark, leveraging machine learning techniques to extract KPI’s from data logger information, improving dataflow efficiency by 20%.• Spearheaded a team of 4 developers to enhance server data-processing capabilities, resulting in the successful implementation of advanced data visualizers and multi-type data analysis tools.• Implemented TensorFlow-based machine learning models to analyze raw motion sensor data, increasing… Show more • Engineered a novel data-processing software using Axon and SkySpark, leveraging machine learning techniques to extract KPI’s from data logger information, improving dataflow efficiency by 20%.• Spearheaded a team of 4 developers to enhance server data-processing capabilities, resulting in the successful implementation of advanced data visualizers and multi-type data analysis tools.• Implemented TensorFlow-based machine learning models to analyze raw motion sensor data, increasing sensor response accuracy by 14% and enhancing overall system reliability.• Actively engaged with clients to comprehend core business needs, develop solutions, and set timelines, leading to the successful delivery of three major features ahead of schedule. Show less

• Presented a comprehensive market analysis for a new wireless clicker product along with a 10-page written report.• Assessed present and future market share, researched market demand, established competitors and investigated the effects of various distribution channels