Jay Janodia
669.289.5301 | jayjanodia5212@gmail.com | Sunnyvale, CA | US Citizen

LinkedIn: linkedin.com/in/jayjanodia
GitHub: github.com/jayjanodia
Portfolio: https://jayjanodia.netlify.com

### TECHNICAL SKILLS
**Languages:**
Advanced: Python, MySQL
Intermediate: R, MATLAB, Java, Shell
Basic: NoSQL, C, C++

**Libraries:**
PyTorch, TensorFlow, Matplotlib, NumPy, Pandas, Scikit-Learn, NLTK, OpenCV, SciPy, Seaborn, SpaCy

**Web Development:**
Advanced: HTML, CSS, PostgreSQL
Intermediate: Bootstrap, JavaScript, TypeScript, Jest
Basic: NodeJS

### WORK EXPERIENCE
**Elegen | LIMS Software Developer | San Carlos, CA**
July 2023 - Present
- Enhanced system functionality via REST endpoint implementation and improved database structure, resolving UI issues to boost performance.
- Integrated AWS Lambda functions to reduce execution time from 30 seconds to a few seconds.
- Developed a feature for efficient gene search and custom data viewing, reducing results delivery from 10 minutes to seconds.
- Automated data retrieval for 60 clients using Python, PostgreSQL, and Shell scripting.
- Created end-to-end unit tests for LIMS, reducing test failures and ensuring data accuracy.

**Amazon | Software Development Engineer 1 | Sunnyvale, CA**
May 2022 - March 2023
- Improved Amazon Developers' Datapath product using HTML, CSS, JS, React, Java, and TypeScript for 100K+ users.
- Migrated from a proprietary platform to TypeScript using Python automation and GraalVM, reducing installation time from 15-30 minutes to seconds.
- Built a Jest-based unit testing module, cutting testing cycle time by 500%. Provided on-call support, resolving 20+ Sev-2 and 100+ Sev-3 tickets.

**Tata Consultancy Services | Development Intern (AI Engineer) | Pune, India**
Dec 2019 - March 2020
- Automated service request resolution for infra resource augmentation, reducing failure rate by 50%.
- Automated ticket analysis using Python, Ansible, and vSphere APIs, cutting resolution time from 30 minutes to minutes.

### EDUCATION
**Master of Science, Computer Science and Engineering**
Santa Clara University | March 2022

**Bachelor of Engineering, Computer Engineering**
Pune Institute of Computer Technology | June 2020
- Member, IEEE
- Volunteer, PICT IEEE Student Branch (PISB)
- Designed web pages for coding events 'Clash' and 'Reverse Coding'

### PROJECT WORK
**Multi-Class Multi-Movement Vehicle Counting Using IoT Devices (AI City Challenge)**
Feb 2021 - Oct 2021
- Developed an online vehicle counting algorithm using YOLOv5 and TensorFlow/PyTorch, reducing runtime by 80%.
- Reviewed outcomes for 5 teams to identify the most efficient solution.

**Helmet Detection from Real-Time Surveillance Cameras**
Jul 2019 - Jul 2020
- Built a custom object detection model using YOLOv3 in Python, trained on 10,000+ images (71.76% accuracy).

**Recipe Prediction**
Dec 2020 - Feb 2021
- Applied K-Nearest Neighbors Classifier on textual data, achieving 88.17% F1 score.

### CERTIFICATIONS
**Udemy:** Machine Learning A-Z, Complete Python Bootcamp, Python for Computer Vision
**Coursera:** Neural Networks and Deep Learning, AI for Everyone
**HackerRank:** Problem Solving (Intermediate), Python (Basic)

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