About me

Aryan is a Master's student in Computer Science at the University of Southern California, with a strong passion for applying AI in healthcare. He has experience collaborating on machine learning solutions aimed at improving processes within the American health industry, specializing in data usability. Aryan loves data and everything related to it, with a particular interest in building machine learning pipelines and analytical dashboards. He is driven by the desire to create an impact and encourages diversity and inclusion within communities.

His notable past projects include working with the NYU Research Center to utilize smartwatch sensors for predicting the severity levels of various diseases. Aryan's bachelor's research focused on clustering voice samples of Parkinson's patients to determine disease severity levels. Since the summer of 2024, he has been working at an EHR company, where he uses Named Entity Recognition (NER) to automate patient appointment scheduling from radiology reports. At Mangul Lab, he is involved in modeling machine learning algorithms on transcriptomic data to detect sepsis mortality.

He loves Hiking and playing Basketball, Weight training, Digital Sketching.

What i'm doing

  • Web development icon

    Data Engineering

    Raw data analysis and preproccesing for industrial projects.

  • mobile app icon

    Machine Learning

    Applicability of ML techniques, providing real world solutions.

  • camera icon

    DevOps

    Prod deployment and maintenance of ML systems cost effectively.

  • design icon

    Data Analysis

    Designing and setting up dashboards on Tableau, Python.

Testimonials

  • Samarth Arora

    Samarth Arora

    I have known Aryan since the first semester of my bachelor's. What made him stand out to me was his natural inquisitiveness. After working with him on many projects and an internship, I have realised that Aryan is one of the most technically and logically sound guy I have ever met. He is a fast learner, a great problem solver and a delight to work with.

  • Praneel Jimmy

    Praneel Jimmy

    Since 2023, I have worked with Aryan on quite a few projects over the last 3 years and during this time, he has left an extremely positive impression on me. He is a hardworking individual with an impeccable work ethic and always gives his all in all his pursuits. He is a great team member and always provides his own inputs on whatever the topic of discussion is and helps to guide the discussion forward. Overall, he is a great individual and I have nothing but praise for him.

  • Aryan Blouria

    Aryan Blouria

    Of the many people I have met and worked with in Bachelors, Aryan is one of the best at what he does. He has a knack for innovative ideas and that paired with his amazing technical skills make him a brilliant person to have on your team. He approaches problems with well thought out plans and is conclusive in finding solutions.

  • Aorhan Mishra

    Arohan Mishra

    Aryan is a very responsible individual and was always ready to put in hours of toil and struggle to ensure his tasks are completed with perfection. He always takes the initiative and exhibits good leadership qualities. I have always enjoyed working with him.

Resume

Experience

  1. Medinformatix, Software Engineer Intern (AI/Analytics)

    May, 2024 — Present

    • Streamlined ETL processes by optimizing Spark sessions, merging two pipelines, and implementing Flask server to ensure session stability, achieving a 75% reduction in processing time and a 20% cut in operational costs

    • Automated follow-up extraction from radiology reports with NER in SparkNLP, integrated new models to decrease false negatives by 10% and boosted pipeline throughput by 50%

    • Contributed to Agile sprint planning, incorporating client feedback to enhance NLP model performance and improve report classification accuracy by 10%

    • Led 2 workshops on NER extraction and version control, upskilling 15+ team members on best practices in Git and NLP tools

    • Improved clustering accuracy to 81% utilizing parameter tuning on Gaussian Mixture, and examined 6 alternative ML solutions

  2. The Mangul Lab at USC, Research Assistant

    May, 2024 — Present

    • Conducted data extraction, cleaning, and restructuring of 9 sepsis datasets (700 patients) from NCBI using R and Python

    • Developed and optimized 8 ML models using GridSearchCV and StratifiedKFold, to predict sepsis mortality

  3. Fitmedik, Artificial Intelligence Engineer

    Dec, 2021 — Nov, 2022

    • Deployed 6+ Flask Rest APIs while working on AWS EC2 instances, load balancers, and utilizing Postman for continuous testing

    • Achieved 91% accuracy and 10s API response for multilingual audio-to-text and mood detection using Whisper and DistilBERT

    • Led as Scrum Master to engineer four disease severity predictors with SVR, LR, and XGBoost for continuous sensor data

    • Partnered with 5+ cross-industry professionals, including NYU-CUNY Public Health Research Center

Education

  1. University of Southern California

    Aug, 2023 - May, 2025

    Masters in Computer Science
    Grade: 3.7/4.0

  2. Vellore Institute of Technology

    July, 2019 - July, 2023

    Bachelor of Technology in Computer Science and Engineering
    Grade: 9.14/10.0

Leadership & Involvement

  1. Research Projects Lead, ACM-VIT

    March, 2021 - April, 2022

    • Provided mentorship to 30+ peers, fostering a culture of collaborative project success

    • Presented and hosted 3 insightful webinars on Machine Learning and Cryptography

    • Successfully orchestrated and managed Code2Create 5.0, a 3-day hackathon, with participation from 500+ individuals

    • Demonstrated strong leadership by autonomously coordinating and overseeing the entire Neural Hack event, effectively managing a virtual audience of over 100 participants

    • Achieved the finalist status in CyberKshetra’21, competing against 100 teams internationally

  2. Academic Support Volunteer, Make A Difference (NGO)

    Jan, 2022 - Jan, 2023

    • Led the 2022 education initiatives of MAD Bhopal for underprivileged students residing in foster care shelters

    • Provided guidance and support to high schoolers with their math schooling experiences, contributing to educational empowerment in challenging circumstances through ZOOM meetings

  3. Technical Content Writer, GeeksForGeeks

    June, 2020 - Nov, 2020

    • Enhanced content quality by editing and ensuring accuracy and clarity in 4 articles effectively catering to a diverse readership

My skills

  • Machine Learning
    70%
  • Data Engineering
    80%
  • Data Visualisation
    60%
  • Dev Ops
    40%
  • Cryptography
    20%

Projects

Contact

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