• Built React + Supabase UI for uploading images, generating captions, and managing authenticated user sessions.

• Applied ChatGPT API prompt engineering and TensorFlow caption ranking to surface top humor results

• Managed admin workflows with Postgres and AWS RBAC, ensuring safe moderation and reliable content delivery

• Coordinated testing with Columbia students to gather feedback so that the product’s design and caption quality improved with real user input

• Built and deployed a multi-channel WhatsApp chatbot with Docker and FastAPI to handle real-time HR communication.

• Designed a Redis-based state system with OTP security, supporting 10K+ concurrent sessions at sub-200ms p95 latency

• Integrated frontend and backend workflows with REST APIs, deployed via AWS ECS

• Secured authentication with rate limiting, token expiry, and AWS Secrets Manager for safe key management

• Developed a Python pipeline to replace and validate footnotes in a 100K-page manuscript with 92% accuracy

• Implemented multi-stage parsing with nested reference handling, backed by unit tests and modular architecture

• Built debugging and logging tools to trace errors, enabling parallel processing for faster manuscript review

• Collaborated with author, Professor Ralph GIl, on requirements and validation, reducing manual review cycles by 30%

• Conducted field research on animal behavior, capturing over 500+ data points on vegetation, bird, and aerial surveys, using advanced tools like radio transmitters and camera traps.

• Analyzed geospatial data with GIS software and developed impactful data visualizations, integrating findings into monthly reports for local community engagement and conservation planning.

• Processed 200K+ course data points into a NoSQL dataset using R and designed ML models to compare course quality

• Built a course-matching system and React frontend with Figma prototypes, integrating backend via API pipeline

• Deployed site on AWS with automated backups and database indexing to improve query speed by 40%

• Aligned development priorities with Director of Operations, ensuring technical work supported business strategy