• Implementing Snowflakes Lab and AWS Labs MCP Servers for Snowflakes and AWS Cost and usage optimization recommendation automation

• Integrated AWS API MCP Server with AI Agents to enable secure, direct interaction with AWS services, automating cost and usage recommendations that cut manual analysis time by 85%, reduced operational overhead by 40%, and tripled decision-making speed

• Engineered a Langchain-based AI agent issuing LLM calls to generate optimized SQL queries for Snowflake, retrieving over 100 million AWS CUR records monthly and reducing data-fetch latency by 60%

• Analyzed historical news and data, ensuring accuracy and relevance by preprocessing and cleaning datasets.

• Created insightful visualizations using Flourish, transforming complex data into actionable insights for stakeholders.

• Identified key trends and patterns through detailed analysis, supporting data-driven decision-making.

• Worked closely with cross-functional teams, delivering reports and dashboards to present findings in an accessible format.

• Engineered a scalable web application using Next.js and Supabase, transforming early-stage designs into fully functional interfaces, reducing development time by 50%

• Collaborated with the founding team to create an investor-ready pitch deck, aiding in securing $500k in funding

• Integrated machine learning models into the web application to deliver scalable financial insights, designed to support data-driven decision-making for up to 10,000 users post-launch

• Spearheaded integration of AI-driven solutions, improving operational efficiency by 50%

• Developed a machine learning model to automate cloud optimization processes for Amazon Web Services (AWS) and Microsoft Azure, leveraging inbuilt services such as AWS Cloud Explorer and AWS Trusted Advisor

• Gained comprehensive knowledge of solution architecture, enabling design and implementation of scalable and efficient AI-driven systems

• Gained strategic insights on policy impact, and also guided NRG's engagement with key influencers