PRIYANKA KUMARI

Houston, Texas adxeww@r.postjobfree.com 346-***-****

PROFESSIONAL EXPERIENCE

Teaching Assistant in the Computing Sciences Dept, University of Houston-Clear Lake, Houston Sept 2022 – May 2023 A public university serves students in four academic colleges with an annual turnover of USD $50,000

● Assisted students in understanding and implementing Java programming concepts, data structures, and emerging technologies through interactive demonstrations, hands-on coding exercises, and one-on-one guidance.

● Provided feedback and evaluated student assignments, projects, and exams to assess their understanding of Java, data structures, and emerging technologies, and offered constructive suggestions for improvement. Software Developer, Bsharp Sales Enablers Pvt. Ltd., Bengaluru Jan 2018 - Mar 2019 A training, field assessment & sales company with an annual turnover of USD $418,455 and 35 employees

● Responsible for maintenance and performance enhancement of the company website (Insight Page) by fixing bugs in the onsite host server using Angular 2, phpMyAdmin & Drupal 7

● Built Proofs-of-Concept (POCs) for two AI & VR projects by translating business requirements into technical solutions for Lenovo India.

Project: Insight Page Nov 2018 - Mar 2019

● Redesigned company website to fetch data from Normalized to Denormalized Table (PPT, PDF, View Submission) using Drupal 7, phpMyAdmin & Angular 2.0 to reduce data loading time when users exceed 20K.

● Used pagination to load 50 user details at a time, thereby reducing loading time by ~10 seconds Project: R&D Uniform Image Prediction, Lenovo India (Team size: 2) Apr 2018 - Aug 2018

● Preprocessed uniform and non-uniform image datasets, ensuring data quality and preserving data integrity.

● Using a CNN architecture using Python and popular deep learning frameworks such as TensorFlow, achieving an impressive accuracy rate of 95% during evaluation.

Project: Design and Development of Virtual Reality (Team size: 2) Jan 2018 - Apr 2018 Developed a VR application using Unity3D engine for Lenovo India (worth USD $69,846.63)

● Built wall & ground and first-person character by performing 360 image rotation of product & 360-degree background pictures in Unity 3D; created a questionnaire using Postman & sent acquired data through the internet to the website

● Developed AutoDesk Recap software to take pictures in real-time & created a 3D model of the product; exported the model as

(.fbx) & imported in Unity3D with texture & material

● Designed Office Scene demo project using Unity3D & Google Street View for 3D background with click-able events (videos, images, etc.) on Android; designed scene connection demo displaying different laptop models, queries, etc. Service Engineer, Videocon (Planet Mobiles Pvt. Ltd.), Delhi (Team size: 15) Jul 2016 - Dec 2016

● Tested, troubleshot, and repaired ~70 mobile phones, tablets & PCBs on a daily basis

● Gained hands-on experience with software tools (Flash, IMEI (SP Write), etc.) EDUCATION

Masters in computer science Aug 2021 - May 2023

University of Houston-Clear Lake (UHCL)

B. Tech in Electronics and Communication Engineering Aug 2012 -May 2016 Rajasthan Technical University (RTU)

INTERNSHIPS

Intern, Inkers Technology Pvt. Ltd. Apr 2018 - Jun 2018 An advanced AI & Computer Vision firm with an annual turnover of USD $42,00,000, employing 50

● Learnt CNN, RNN, LSTM, GAN, YOLO, ML Reinforcement & Intuition, background & basics of CNN, DNN (mathematics

& custom design), and Neural Architecture

● Gained insight into ICC (loss functions, gradient descent, different initialization types, optimizations, advanced convolutions, and pooling operations, batch normalization techniques, kinds of regularizations, etc.) Trainee, Jspiders Feb 2017 - Dec 2017

A Java/J2EE training institute with an annual turnover of INR USD $160,430.75, employing 145

● Trained in HackerRank programming & algorithm, Core Java, J2EE and database

● Created a web application (Student Login ID) using Core Java & SQL; implemented database connectivity with JDBC for communication between application and MySQL; deployed in Apache Tomcat6 container

● Developed Tic-Tac game in Core Java and Eclipse for two users played using 0 and X laptop keys Trainee, Jamshedpur Utilities & Services Company Ltd. (Tata Steel Group) May 2015 - Jul 2015 An urban infrastructure services company with an annual turnover of USD $279,10,000, employing 507

● Trained in SCADA and visited the Networking Monitoring & Control Centre to observe an on-field SCADA implementation on a transformer & learn about cloud servers

● Learnt real-time power & energy networking, monitoring & recording and how it helped with comprehensive load profiles and growth planning

Trainee, Nibble Computer Training Jul 2013 - Aug 2013 A computer training institute, an annual turnover of USD $27,910

● Learnt C, C++, Data Structure & Algorithms, Object-Oriented Programming, Tree, and searching & sorting RESEARCH EXPERIENCE

ReviewTag- Amazon Negative Product Review with Deep Learning June 2022- May 2023

● High ratings and excellent products/services are crucial for Amazon sellers to succeed, while negative reviews pose significant hurdles and require careful examination.

● An automated tagging system categorizes negative reviews into broader topics and subtopics using deep learning models and natural language processing techniques.

● The BERT model demonstrates high precision, recall, and F1-scores of 0.97, 0.96, and 0.96, respectively, for topic tagging. Furthermore, the BERT and CNN models show impressive precision, recall, and F1-scores of 0.92, 0.91, 0.92, 0.92, 0.92, and 0.92, respectively.

Micro-Strip Patch Antenna using DGS Technique Jan 2016 - May 2016

● Developed an antenna operating at a frequency range of 8.82 to 9.25 GHz for bandwidth enhancement using CST; used micro- strip antennas & arrays as alternatives for bulky & heavy weight reflector/slotted waveguide array antennas.

● Obtained bandwidth of 43996 MHz, VSWR of 1.0866dB & gain of 10.432dB at the calculated resonant frequency of 8.9085GHz and obtained operating frequency range of 8.8127-9.2526GHz Bandwidth Enhancement of Micro-Strip Patch Antenna using DGS Technique Sep 2015 - Dec 2015

● Designed an antenna operating at a frequency of 8.82 to 9.25 GHz with a double H-slot rectangular patch and used a meander- shaped DGS ground structure for bandwidth enhancement

● Obtained enhanced bandwidth of 450.73MHz, gain of 10.491dB, return loss of -20.491dB & VSWR of 1.086dB at a resonant frequency of 8.9 GHz

COURSE PROJECTS

Racing Robot Aug 2014

● Built using 4DC motor & 12V, 8Ah lead-acid battery; used diode & capacitor to convert AC to DC

● Connected motors according to switch design; attached 2 motors, 4 wheels, and battery to toggle and control robot CONFERENCES AND WORKSHOPS

● Attended a conference on Web Developers and Designers organized by (AMP Roadshow) Google Developer Group, Bengaluru, Oct 2018

● Attended a conference on Text Classification of ML and Learning AI Development with UX organized by Women Techmake and Google Developer Group, Bengaluru, Oct 2018

● Attended a national-level workshop on Ethical Hacking & Information Security organized by RCEW, Mar 2013

● Attended a 1-day workshop on AutoBotz AVR conducted by Technophilia System in association with Robotics & Computer Application Institute of USA, Rajasthan College of Engineering and Technology, Dec 2012 PRESENTATIONS

● Presented a paper on ‘Cloud Computing for SCADA’ at the National Conference on Innovations in Science & Engineering & Social Impact organized by RCEW, Jan 2016

● Presented a paper on ‘Water Pollution’ at the National Conference on Environmental Protection: Responses and Mitigation Techniques organized by RCEW, Feb 2015

CERTIFICATIONS

● Interior Affairs Director for Student Government, University of Houston, Clear Lake, (Aug 2021 - May 2022)

● Best Table Topic Speaker, Public speaking as Guest, Speech Weavers Toastmasters Club, Bengaluru, Sept 2019

● Machine Learning, MLBLR (Machine Learning and AI - Bengaluru), Inkers Technology Pvt Ltd, Bengaluru, Mar 2019

● Ethical Hacking & Information Security, Backtrack, RCEW, Jaipur Mar 2013 LANGUAGES: English & Hindi (Read/Write/Speak)

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