“Ishita is extremely passionate, talented and dedicated individual. She makes sure all the deadlines are met, and whatever project she is working on meets the highest standards. She possesses a positive outlook on life, school and work and manages to positively influence individuals around her with her great sense of humour and strong work ethic. I have no doubt that she will have a very successful career. Highly recommended.”
ISHITA PATEL
Los Angeles, California, United States
2K followers
500+ connections
About
"Make the change you want to see in the world"
Activity
-
Had a great time at IndiaSoft and India Convergence Expo 2024 organized by Electronics and Computer Software Export Promotion Council (ESC)…
Had a great time at IndiaSoft and India Convergence Expo 2024 organized by Electronics and Computer Software Export Promotion Council (ESC)…
Liked by ISHITA PATEL
-
In the hustle of life, we often chase after success, wealth, growth, and recognition, neglecting inner peace, purpose, and the meaning of…
In the hustle of life, we often chase after success, wealth, growth, and recognition, neglecting inner peace, purpose, and the meaning of…
Liked by ISHITA PATEL
Experience
Education
Licenses & Certifications
Courses
-
Analysis of Algorithms
CSCI - 570
-
Artificial Intelligence and Machine Learning
CO 305
-
Computer Graphics
CO 306
-
Computer Networks
CO 307
-
Computer Organization
CO 201
-
Control System
EE 212
-
Cryptography and Network Security
CO 403
-
Data Science
CO 314
-
Data Structures and Algorithms
CO 203
-
Data warehousing and Mining
CO 415
-
Database Management System
CO 204
-
Database systems
CSCI-585
-
Design and Algorithm Analysis
CO 303
-
Distributed Algorithms
CO402
-
Economics and Business Management
MH 402
-
Foundations of Artificial Intelligence
CSCI - 561
-
Fundamentals of Computers and Programming
COM 208
-
Internet Technology and Applications
CO 308
-
Machine Learning for Data Informatics
INF-552
-
Marketing Management
MH 305
-
Microprocessor and Interfacing Techniques
CO 301
-
Network & System Security
CO 406
-
Operating Systems
CO 302
-
Principles of Programming Language
CO 405
-
Security in Embedded Systems
CO 422
-
Software Engineering
CO 401
-
Software Tools - I
CO 207
-
Software Tools - II
CO 207
-
Software Tools - III
CO 309
-
Software Tools - IV
CO 310
-
Systems Software
CO 304
-
Theoretical Computer Science
CO 202
Projects
-
Identification of named entities on tweets
• Using Conditional Random Fields implemented Named Entity Recognition(NER) with BIO-tagging on the Twitter dataset.
• Performed a comparison between Logistic Regression and CRF with structured perceptron for training and Viterbi for decoding.
• Observed an increase of 7% accuracy on performing feature engineering with features like Nouns, Punctuations, and Lexicons. -
Inference Engine
• Built a simplified version of ProLog like inference engine with a first-order logic resolution to answer specific queries.
• Knowledgebase contained “not”, “and” & “or” operators and the engine was used to answer boolean queries.
• The inference engine was used as a component of an extended expert system to establish identities and relations. -
Game: "The fruit rage"
• The goal was to build an intelligent AI game agent that chooses from a matrix of fruits with points to maximize the player’s score.
• Developed a minimax agent with alpha-beta pruning to make the best next move in the game.
• Added difficulty levels mimicking gravity on fruit selection and worked on tight decision-making timeline.
-
Association Rule Mining for Big Data
Studied various modification to the traditional FP-Growth Algorithm to overcome its major drawbacks for different applications of Big Data. Compared them on the performance basis for time and space.
-
Fuzzy Logic Systems
Applied fuzzy logic on various databases and generated a rule base on Scilab to determine what amount of tip should be given to what type of food and services combinations, with a fellow student.
-
Web Application for Pathology Laboratory
• Created web application with PHP, JavaScript, MySQL to replace a software used in the pathology lab.
• Added end to end functionalities like creating a report; inserting doctor information, patients history, new report format; printing report.
• Provided options for sending reports to doctors by email, WhatsApp message, calculation of monthly revenue, etc. -
Multi-Class Clothing Review Classifier
-
• Led a team of 4 to build a multi-stage multi-class Classifier for a Clothing Review System on self-annotated data.
• Based on selected features the classifier identifies characteristics of best-selling apparel using LogReg and SVM algorithms.
• Established an accuracy of 83% on the product description and customer reviews with a resulting model F1-score of 0.74 on test data. -
Sport recommendation system
-
• Objective was to identify user’s sports interest while maintaining an engaging conversation.
• System was built in Python with grammar database for better communication and log files to support self-learning.
• Attained 70% user approval for recommendations and observed incremental efficiency with more interactions.Other creators -
Search Doc: Document Retrieval Engine
-
Programmed web-app and Android app for finding a document stored in the database based on content, name or author. Also upload, edit, delete functions of documents for account holders. AngularJS, REST API and volley library were used.
Test Scores
-
TOEFL
Score: 105
(R-30, L-25, S-24, W-26)
-
GRE
Score: 313
(Q-162, V-151, AWA-3.0)
-
JEE mains
Score: 201
-
HSC (GSEB)
Score: 99.14
School Topper
Languages
-
English
Limited working proficiency
-
Hindi
Native or bilingual proficiency
-
Gujarati
Native or bilingual proficiency
Recommendations received
1 person has recommended ISHITA
Join now to viewMore activity by ISHITA
-
Are you interested in… Fostering a culture of AI within your company? Encouraging conversations about AI amongst employees? Forming a community where…
Are you interested in… Fostering a culture of AI within your company? Encouraging conversations about AI amongst employees? Forming a community where…
Liked by ISHITA PATEL
-
🌟 Explore Billing, Payment, and Digital Commerce Engineering Roles at Meta Passionate about revolutionizing digital transactions? Join our…
🌟 Explore Billing, Payment, and Digital Commerce Engineering Roles at Meta Passionate about revolutionizing digital transactions? Join our…
Shared by ISHITA PATEL
-
A conclusion of energizing & empowering 2 years at Indian Institute of Management Bangalore. There are innumerable staekholders who made this…
A conclusion of energizing & empowering 2 years at Indian Institute of Management Bangalore. There are innumerable staekholders who made this…
Liked by ISHITA PATEL
-
A Gem Un-Paralleled. Before 'connections' got commodified via. platforms and searches and clicks, they got built on basis of strong mutual respect…
A Gem Un-Paralleled. Before 'connections' got commodified via. platforms and searches and clicks, they got built on basis of strong mutual respect…
Liked by ISHITA PATEL
-
Thank you Steve Jones for the invitation to deliver a lecture on Practical AI Wisdom at the Stanford HPC-AI Summer Seminar Series, a lecture series…
Thank you Steve Jones for the invitation to deliver a lecture on Practical AI Wisdom at the Stanford HPC-AI Summer Seminar Series, a lecture series…
Liked by ISHITA PATEL
Other similar profiles
Explore collaborative articles
We’re unlocking community knowledge in a new way. Experts add insights directly into each article, started with the help of AI.
Explore MoreOthers named ISHITA PATEL in United States
-
Ishita Patel
-
Ishita Patel
-
Ishita Patel
Rutgers Alumni | ITI & Data Science + Business Admin
-
Ishita Patel
Mechanical Engineering at Vanderbilt University
63 others named ISHITA PATEL in United States are on LinkedIn
See others named ISHITA PATEL