About

Welcome to My Corner of the Internet!

Hello! I’m Paniz, a third-year Software Engineering student at the University of Waterloo, specializing in Artificial Intelligence. I’m passionate about using technology to solve real-world problems and making meaningful contributions to the AI space.

I’ve worked as an AI Engineer at Guidepoint, where I optimized machine learning models and ETL pipelines, enhancing the performance and scalability of key systems. I thrive in team settings, and my energetic and extroverted personality helps foster collaboration and drive projects forward. I love brainstorming solutions and tackling challenges alongside my teammates, who often appreciate the positive energy I bring to every project.

Currently, I’m working with Professor Jimmy Lin in the NLP Lab at the University of Waterloo, leading a project to create a centralized dashboard for accessing ACM Award-winning research papers using semantic search capabilities. This experience has allowed me to dive deep into natural language processing and contribute to high-impact research.

In addition to my technical work, I also enjoy designing. For the past two years, I’ve had the privilege of creating the posters for Waterloo Rocketry using Figma, blending my creative side with my passion for technology. I’ve also participated in multiple hackathons, where I’ve honed my skills in fast-paced environments, building innovative solutions under tight deadlines.

In my free time, I love reading books, playing the electric guitar, and watching documentaries. These hobbies keep me inspired, and I often find that they spark new ideas and perspectives that I bring into my work. Let’s connect and create something amazing together!

Interests

Full Stack

Statistics

Testing | Debugging

Cloud

Data Science

Machine | Deep Learning

Knowledge mining

Analytics

Resume

Check My Resume

Skills

Languages

  • C
  • C++
  • Bash
  • Python
  • Typescript
  • Java
  • Assembly
  • SQL
  • HTML/CSS

Frameworks

  • MLflow
  • LangChain
  • TensorFlow
  • Keras
  • HuggingFace
  • OpenCV
  • Numpy
  • Pandas
  • Scikit-learn

Tools

  • Git
  • Docker
  • Kubernetes
  • Grafana
  • EC2
  • ECR
  • EKS
  • S3
  • NVIDIA-CUDA

Education

Candidate Bachelor of Software Engineering–AI Specialization

2021 - 2026

University of Waterloo, Waterloo-ON

Recipient of Term distinction honor for excellent educational performance

Nominee of Ontario Power Generation Engineering Award granted to students with strong communication skills, leadership skills, involvement in extracurricular activities and outstanding academic standing

Common Engineering Foundation Completion

2020 - 2021

York University, Toronto - ON

Member of President's Honor roll for maintaining a GPA of 4.00

Elected as Program Student Representative out of 400 Engineering students based on leadership potential and academic success

Professional Experience

AI Engineer

Jan 2024 - Aug 2024

Guidepoint – Remote, New York

  • Implemented an LLM evaluation framework for a RAG app using LangChain, increasing response relevance by 22%
  • Optimized ETL pipeline with multi-threading, reducing API response times by 67% for 15K+ concurrent requests/sec
  • Integrated MLflow for model management, reducing monitoring time by 30% & improving lifecycle tracking by 1.2x
  • Activated a real-time feedback loop, logging in Unity Catalog to trigger fine-tuning alerts based on user ratings

Machine Learning Research Assistant

Sep 2023 - Present

University of Waterloo – NLP Lab, Waterloo, Canada

  • Leading a team of 5 to build a centralized RAG app for accessing 1.2M+ research papers with semantic search capabilities
  • Built a Safetensors deserializer in Java, reducing indexing time by 12% & disk usage by 27% with a binary format

ML Platform Developer

Sep 2023 - Dec 2023

Arctic Wolf – Waterloo, Canada

  • Constructed a Grafana dashboard with intricate Prometheus & CloudWatch queries for 20+ K8s resources
  • Developed a GitHub workflow for Prometheus alerts to Slack, reducing Kubernetes resource error response time by 30%
  • Managed 150+ CI/CD pipelines with Harness, Helm, & Terraform, reducing errors & speeding up release cycles by 25%

Deep Learning Engineer

Jan 2023 - Apr 2023

EON Media – Remote, Canada

  • Built an NLP model using BERT-uncased and TensorFlow to identify 120+ text landmarks, achieving a 92% F1 score
  • Assembled cosine similarity, EfficientNet, and DELF to build an instant landmark recognition model using metric learning
  • Automated creation and clean-up of 20+ pods with Docker & Kubernetes, reducing manual triggers by 67%
  • Nominated for Co-op Student of the Year Award for outstanding leadership in successful product launch

Machine Learning Lead

Mar 2023 - May 2023

Borealis AI – Remote, Canada

  • Customized a classification CNN model using Keras to detect earthquakes by parsing 250K+ metadata records
  • Engineered features by converting HDF5 data to images with NFFT, resulting in 99% precision & 97% recall
  • Optimized computation time by 15% through GPU acceleration using NVIDIA driver & CUDA toolkit

Software Developer

Jul 2021 - Present

Waterloo Rocketry – Waterloo, Canada

  • Analyzed combustion dynamics using OpenCV’s Canny edge detection to calculate gas flow speed during rocket ascent
  • Enhanced DAQ dashboard with live 3D rocket visualization & real-time thermodynamic calculations using Python

Technical Project Lead

May 2022 - Aug 2022

WEA – Microsoft Artificial Intelligence, Remote, Canada

  • Constructed a supervised fraud detection pipeline by applying bagging & boosting to pretrained models in Azure ML
  • Reduced costs by 23% using CPU load reduction, VM scheduling, & Azure availability zone analysis
  • Earned Azure AI Fundamentals Certification, ranking in the top 0.2% percentile in machine learning & Azure services

Bilingual Math & Science Tutor

May 2022 - Present

PAPER - Remote

  • Devoted customized methodology to engage with students and help them develop their skills by critical thinking to break down problems, evaluate solutions and make decisions
  • Demonstrated respect, friendliness and willingness to help wherever needed by contributing knowledge and support to the tutor team

Portfolio

My Works

Click to learn more!

Tiler The Runner

App

Fire Away

LED Remote Controller

App

Hydrometric Data Visualizer

Sign Language Translator

Mind Pop

Contact

Contact Me

Social Profiles

Email Me

Panizsojaghi@gmail.com

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