Resume

Download Resume

Education

California Polytechnic State University

Stanford Continuing Studies

Coursework

  • Data Structures
  • Design and Analysis of Algorithms
  • Systems Programming
  • Computer Organization
  • Linear Algebra

Experience

Expedera

  • Model Optimization: Wrote and perfected DFS and DP algorithms to optimize bottlenecks. Achieved an average decrease of 27% in peak memory usage through node-splitting and layer execution order optimizations.
  • Estimation Tools: Created internal bash and python scripts that streamlined model estimation, saving ̃36 dev hours per quarter by increasing productivity and flexibility within workflow.
  • CV Model Conversion: Worked on updating and converting legacy implementations of various multimodal computer vision models such as BEVFormer, MMDet3D, and MMCV.
  • ML Frameworks: Gained industry experience working with common ML libraries like TensorFlow and PyTorch, and exchange mediums like ONNX.
  • Collaboration: Actively participated in code reviews and team meetings, contributing to the continuous improvement of internal tools and processes.

Ramen Nagi

  • Shift-Lead: Started as a server, eventually took on managerial duties like QA and floor. Mentored and trained fellow servers. Led flow of service, instructing servers on orders, running, bussing, etc.
  • Head-Chef: Curiosity about cooking/prep process led to technical training. Worked up to head chef/kitchen leader. As leader, ran kitchen and helped conceive and institute practices increasing productivity and efficiency.
  • Administration & Oversight: Led closing and opening of restaurant, collecting data at the end of shifts.

Projects

Sentennial

  • Next.js web app: Developed and deployed a fully built NextJS blog/personal site using Next’s underlying React functionalities, TypeScript, and Node.
  • Frontend: Gained experience with state management, dynamic routing, and responsive design. Used modern TS techniques and leveraged React for dynamic, component-based UI
  • API & Rendering: Built API routes to fetch and style Markdown content, added category filtering, and optimized performance with SSG/SSR for better SEO.

Bill Scanner - Hackathon

  • Django web app: Developed and deployed a Django project that utilized Python’s open-cv and Google’s Tesseract to analyze invoices and paper bills, creating calendar notifications and digital summaries.
  • ML & CV: Applied preprocessing techniques like resizing, thresholding, and denoising to enhance image quality for text extraction, integrating with advanced CV libraries and OCR engines for effective file parsing.
  • Authentication & APIs: Utilized various Google APIs including Google OAuth to allow users to securely sign in and create calendar events. Created Django middleware to handle permissions and access.

Movie Recommendation System

  • Machine Learning: Prototyped with Jupyter Notebooks, and mastered ML tools like Pandas, NumPy, and scikit-learn, applying them to public movie dataset modeling.
  • AWS: Integrated cloud functionality through the utilization of AWS. Learned about boto3 and s3 buckets.
  • Project Structure: Took prototyped code and instituted development best practices to create a working project. Separated code into multiple files and modules, making project accessible and readable.

Programming Skills

Languages

  • Python
  • C/C++
  • Typescript
  • Java

Technologies

  • PyTorch
  • Tensorflow
  • Django
  • Next
  • React