# Sumi K. > Engineering @ Bretton AI Location: San Francisco, California, United States Profile: https://flows.cv/sumik Hi! Here's a little bit about me: - USC Graduate πŸŽ“ - Computer Science & Business Degree πŸ“ˆ - Prev SWE @ Adobe πŸ‘©πŸΎβ€πŸ’» - Current: Eng & Applied AI @ Greenlite 🟒 - Interested in tech for good, growth engineering, & entrepreneurship πŸ“Œ - Love powerlifting πŸ‹πŸΎβ€β™€οΈ creative writing πŸ“ & traveling ✈️ - Always down to meet new people and learn more! ## Work Experience ### Forward Deployed + Product Engineer, Applied AI @ Bretton AI Jan 2024 – Present | San Francisco, CA - Lead end-to-end deployment of custom AI agents for multi-million-dollar accounts in banking, fintech, and crypto, automating complex workflows & delivering 80% reduction in manual financial compliance work - Develop & scale Transaction Monitoring Agent from 0-1, enabling real-time suspicious activity detection, counterparty investigations & transaction analysis, enhancing risk mitigation for critical compliance flows - Re-engineer Enhanced Due Diligence & Screening Alerts agents leveraging agentic web research, automated document extraction/RAG, third-party data integrations & evals for new use-cases, optimized performance & increased risk management, enabling higher adoption & enhanced user experience - Build self-service configuration platform, empowering clients to configure and customize their own agents, accelerating time-to-value (TTV) and unlocking new revenue streams through product flexibility ### Software Engineer II @ Adobe Jan 2024 – Jan 2024 ### Software Engineer @ Adobe Jan 2023 – Jan 2024 - Develop exposed API in NestJS microservice to automate workflow creation from templates, reducing customer and professional services’ time-to-value by 70% - Lead cross-team development of native JSON app integrating Adobe Lightroom API with authentication and 15+ endpoints and 30+ use cases - Design and implement Angular product roadmap of search, categorization, tagging, and filtering for Fusion Templates, increasing the feature usage 5x and reducing onboarding time for 10+ users/month - Pioneer first AI initiative on the team with an AI Assistant using LangChain and internal LLM’s trained on product documentation and user workflows, driving customer efficiency, adoption, and innovation ### Software Engineering Intern @ Adobe Jan 2022 – Jan 2023 | San Jose, California, United States - Analyze resource usage for 100+ enterprise clients to optimize allocations for efficiency - Develop RESTful NodeJS microservice to aggregate cost/usage data and enhance decision-making - Build data pipelines with Broker, Postgres, Elasticsearch, RabbitMQ for seamless data flow - Implement native JSON application with microservice as backend for weekly reports and visualizations - Reduce resource costs for 60% of clients, earning top 5 ranking among 1000 intern projects ### Head of Engineering and Consultant @ TroyLabs Jan 2022 – Jan 2023 | Los Angeles County, California, United States - Consult for a cohort of USC’s most innovative student-led startups every semester regarding technical implementations, software design decisions, and overall engineering solutions - Build and maintain internal administrative database and platform using Python, flask, SQL, HTML/CSS ### Vice President @ USC Women in Computing Jan 2020 – Jan 2023 - Establish an inclusive & supportive community for women in computing through networking opportunities, technical workshops, and social events. - Supervise the operations and programming for a club catering to 100s of people ### Software Developer @ Scope USC Jan 2020 – Jan 2022 | Los Angeles, California, United States - Collaborate with other members in internal hackathons and projects to gain more experience in various software developing languages, platforms, and tools. - Focus on fostering innovation and problem-solving through technical solutions - Past topics have been Electron, React Native, React.js, Node.js, and more. ### Career Academy Participant @ Adobe Jan 2021 – Jan 2021 Build critical skills for long-term professional success in leadership, creative problem solving, developing concrete measurable results, communication, and more ### Data Engineering Intern @ PennyMac Loan Services, LLC Jan 2021 – Jan 2021 - Optimize 50+ data pipeline jobs with pandas, Google OAuth 2.0, AWS Athena/S3, cutting runtime by up to 60% and storage by up to 30% - Document upgrades with web-based diagrams, facilitating team understanding and integration - Present optimization findings to engineers/analysts, fostering collaboration and continuous improvement ### Online Intensive Program Scholar @ Girls Who Invest Jan 2020 – Jan 2021 Learn and develop vital finance and investment concepts and proficiencies and earn certifications from the CFA Institute, Wall Street Prep, and Wharton Online. ### Software Engineering Explorer Fellowship @ Major League Hacking Jan 2021 – Jan 2021 - Develop innovative personal projects and a technical portfolio with new technologies. Project Examples: o Get-SVG-Icons: VS Code Extension written in Typescript with sidebar, search functionality, and inline recommendations to program the direct integration of icons into frontend code o SocioMark: Social media platform where uploading images encodes personalized watermarks based on user’s profile using machine learning neural networks, React.js, FastAPI, MongoDB, and OpenCV ### Committee Member @ Novus Think Tank Jan 2020 – Jan 2021 | Los Angeles, California, United States Devise and execute projects to bring awareness and solutions to leading societal issues, like Sustainability, Racial Justice, Philanthropy, Education, and more. ### Early iD Technology @ Citi Jan 2021 – Jan 2021 Engage in various technology training workshops in Cloud Computing, Big Data Analytics, AI and Digital Clients, Innovation and Complex Problem-Solving ### Women's Possibilities Summit @ Goldman Sachs Jan 2021 – Jan 2021 Explore the various sectors of financial services and expand on knowledge of markets and finance through panels, workshops, and discussions. ### Product Manager @ Develop for Good Jan 2020 – Jan 2021 Spearhead the development of a web application to schedule appointments and track records of 5,000+ patients for CARE International's Maternal Hospital in Somali using React.js, Node.js, and Postgresql ### Senior Equity Research Analyst @ Smart Woman Securities Jan 2020 – Jan 2020 | Los Angeles, California, United States ### Equity Research Analyst @ Smart Woman Securities Jan 2019 – Jan 2020 | Los Angeles, California, United States - Collaborate with 5 other teammates to craft an investment memo and stock pitch detailing the team’s recommended stock. - Perform detailed financial analysis and conduct in-depth industry research to identify securities with potential upside. ### Women in Computer Science Summit @ MongoDB Jan 2020 – Jan 2020 | New York, United States Attended workshop to learn about MongoDB and topics like Jira, Realm-JS SDK, Spruce, and Data Modeling, and Relational vs Document databases. ### Data Analytics Intern @ The Women's New Jan 2020 – Jan 2020 - Program the data collection and analysis of 5,000+ members to create reports and presentations - Build out national email system and segment all data - Create surveys to subtly collect data and embed in emails - Discover new ways to leverage data and information to produce meaningful insights that could lead to new approaches in the areas of TWN's organization, recruitment, and retention strategies ### Rewriting Your Summer Developer @ Rewriting the Code Jan 2020 – Jan 2020 - Work with a team of students and software industry mentors to build a product for Rewriting the Code members and board - Placed in Top 3 of 20 teams for project design, development, and presentation - Design and develop a web application for the Rewriting the Code board members using React.js and Tableau embeds to compile and display the profiles of 6,000+ members for easy access and visualization - Present the product to the Rewriting the Code board as a completed product for regular use ## Education ### Bachelor's degree in Computer Science and Business Administration University of Southern California ### South Forsyth High School ## Contact & Social - LinkedIn: https://linkedin.com/in/sumi-k-1823a8156 --- Source: https://flows.cv/sumik JSON Resume: https://flows.cv/sumik/resume.json Last updated: 2026-04-05