LiveCareer-Resume
JC J S S JS J S S JS J S S JS J S S JS J S S JS J S S JS
Jessica Claire
, , 100 Montgomery St. 10th Floor (555) 432-1000, resumesample@example.com
Summary

Graduate student of Computer Science with interests (including but not limited to) in Computer Vision, Deep Learning solutions, optimization and deployment in Artificial Intelligence. Currently seeking hands-on experience in ML Operation roles, ML/AL Engineering roles. I have past experience in developing Artificial Intelligence models, and I plan to leverage my skills towards developing feasible AI solutions.

Skills
  • Programming: Python, JAVA, C, C++, Arduino
  • Machine/ Deep Learning: Keras, TensorFlow, PyTorch, OpenCV
  • Front End/ UI & Deployment: Flask, Django, HTML, CSS, JAVAScript, SQL, PHP
  • Cloud Computing Platforms: Google Cloud, AWS Integration.
  • Fundamentals: Data Structure, Database Management, Algorithm implementation, Agile, Mathematics for ML (Numerical Linear algebra and Calculus)
  • Areas of Interest: Human Pose extraction, Object detection, Computer Vision related applications, Security Analytics, Data mining.
Education
Expected in 08/2023 to to Master of Science | Computer Science Purdue University, West Lafayette, IN GPA:
  • Member of Women in Science and Engineering, Purdue
Expected in 05/2021 to to Bachelor's of Technology | Computer Science SRM Institute of Sciene And Technology, India, GPA:
  • PERCENTAGE: 90.06%
  • Completed Coursework in Machine Learning, Artificial Intelligence, Python, Theory of Computation, Algorithms and Design, Database systems, Data Structures, Linux Internals.
  • Awarded Best Project Techknow-18 SRM for "Virtual Reality using Arduino and Processing"
  • Research member in Cognitive Applications Research Lab CARL
  • Conducted seminars in Theory of Computation, Python Development, Deep Learning for Beginners.
  • Member of National Security Scheme
  • Member of Directorate of Student Affairs (DSA)
  • Member of IEEE Women in Engineering
  • Member of Sponsorship team in SRM Milan



Expected in 06/2017 to to Senior School Certificate | Science PSBB Higher Secondary School, India, GPA:
  • PERCENTAGE: 94.5%
  • Elected to Inter-School Cultural Security for PSBB Councl of Students in 2017
Work History
10/2021 to Current Student Associate Activision | Woodland Hills, CA,

Manning the food stations and assisted cooks in food prep, refill and cleaning.

12/2020 to 01/2021 AI/ML Intern Juniper Networks | Newark, NJ,
  • Leveraged artificial intelligence and deep learning algorithms for standalone resume check progress and enhanced existing product offerings by creating an automated ID verification model.
  • Rapidly prototyped new data processing capabilities in video enhancement using Python to confirm integration feasibility into existing systems.
  • Prototyped deep learning applications for object detection (ID) using TensorFlow and quickly determined application viability.
  • Collaborated with multi-disciplinary product development teams to identify performance improvement opportunities and integrate trained models.


06/2019 to 08/2019 Deep Learning Intern W.W. Grainger, Inc. | Plymouth, MN,
  • Identified new problem areas in Check verification system and researched technical details to build innovative products and solutions.
  • Leveraged artificial intelligence and machine learning algorithms for company's product "SnapCheck" and enhanced existing product offerings by using Computer vision techniques for handwriting verification in Signatures.
  • Studied new technologies to support machine learning applications resulting in a 96% accuracy in checking frauds, misspelling and suspicious corrections in checks.
Research work and Projects
  • Published a research paper on Human Pose-Estimation and low-cost Interpolation Text to Indian Sign Language which compares and uses regression models to extract and store 2D pose information of signs and enhanced it to improve accuracy by predicting missing joints using linear interpolation. (IEEE Confluence- 2021)
  • Built a Speech to Indian Sign Language translation medium using 3D Pose Estimation for creating synthetic 3D MoCap data. Created the first ISL motion capture database. Employed recursive regression techniques to detect 3D body and hand poses simultaneously from the input 2D videos. Integrated output with SMPL parametric model to obtain a mesh in .fbx format compatible with blender. Designed a frontend to convert text/ speech to sign language using NLP for the grammatical conversions.
  • Built a Framework to recognize Indian Sign Language fingerspelling using Image segmentation and CNN. Created a 3000 ISL alphabet signs image dataset. Performed Hand-segmentation and created a CNN model with accuracy surpassing VGG16. Presented study of existing methods of classification and why the chosen model fits best.
  • Built a Blood Vessel Segmentation in fundus images for detection of proliferative Diabetic Retinopathy. Demonstrated how LadderNet can be viewed as an ensemble of FCNs, and validated its superior performance on blood vessel segmentation in retinal images. A novel preprocessing flow which dramatically improves the performance in segmenting the blood vessels from the fundus images. Achieved an AUC-ROC of 0.981297 which surpasses previous works. The entire code and report is released in GitHub.
  • Built a Cognitive (AI led) Categorization of Driver Stops - Machine Learning as a freelancer. Unsupervised learning was used on data, electric vehicle (two-wheeler), with GPS location fired every few seconds of delivery agents of a company, to analyze and categorize stops as hubs, driver location, illegal stops and delivery locations using clustering and reinforced it with location description extracted using Google Places APIs.
  • CareerVisionQuest.in Web Development Scraped course details from various domains offering online courses and created a custom database on SQL. A Web Page was created using HTML, CSS, JS, XML for suggesting courses to users based on their domain preferences using keyword matching and enabling them to be able to compare prices, course structures, ratings and reviews.
  • Finding a nuclei in divergent images. Kaggle Data science Bowl 2018. Automated the generation of image masks using U-Net.
  • Age, Gender, Face recognition in deep surveillance monitor
  • Custom YOLO Detector for London Underground Road Signs using Darkflow
  • YOLO on still images, webcam and videos using DarkFlow in Python
Website, Portfolio, Profiles
  • www.linkedin.com/in/Jessica-j-iyer
  • https://github.com/Jessica-Iyer

By clicking Customize This Resume, you agree to our Terms of Use and Privacy Policy

Your data is safe with us

Any information uploaded, such as a resume, or input by the user is owned solely by the user, not LiveCareer. For further information, please visit our Terms of Use.

Resume Overview

School Attended

  • Purdue University
  • SRM Institute of Sciene And Technology
  • PSBB Higher Secondary School

Job Titles Held:

  • Student Associate
  • AI/ML Intern
  • Deep Learning Intern

Degrees

  • Master of Science
  • Bachelor's of Technology
  • Senior School Certificate

By clicking Customize This Resume, you agree to our Terms of Use and Privacy Policy

*As seen in:As seen in: