Smit Patel

Smit Patel Email and Phone Number

Graduate Teaching Assistant @ Carnegie Mellon University
United States
Smit Patel's Location
Pittsburgh, Pennsylvania, United States, United States
About Smit Patel

I'm Smit Patel, a passionate engineer pursuing A.I. at Carnegie Mellon University. My undergraduate has roots in Electrical Engineering and minors in Humanities & Social Sciences at IIT Indore (2018-2022). My academic and research pursuits have been predominantly focused on Applied NLP and Deep Learning, with an emphasis on Data Mining, Deep Neural Network-based Representational Learning and Knowledge Graphs. My work at Nanyang Technological University (NTU) with Prof. Erik Cambria leveraged weighted Information Gain theory and Commonsense Knowledge Graph-based SenticNet on a large dataset of 2M+ tweets to create a novel ensemble that has been published at an A* Conference. In addition to working with top names in the industry such as Arcesium (D.E. Shaw & Co), I have piloted crucial projects at rapidly growing organizations like CloudChef and Infurnia. Furthermore, I have co-founded the Finance Club, served as the Head of Finance at a seed venture, and held the prestigious position of overseeing the Placement (Career Fair) Cell as the highest student authority at my university.As someone deeply committed to embodying technology and making a tangible impact, I'd love for you to delve into my work and join my exciting journey of growth and achievement!

Smit Patel's Current Company Details
Carnegie Mellon University

Carnegie Mellon University

View
Graduate Teaching Assistant
United States
Smit Patel Work Experience Details
  • Carnegie Mellon University
    Graduate Teaching Assistant
    Carnegie Mellon University
    United States
  • Carnegie Mellon University
    Graduate Teaching Assistant
    Carnegie Mellon University Oct 2024 - Present
    Pittsburgh, Pennsylvania, United States
    Assisted Prof. Hong Shen, for her class on Critical AI Studies for Public Policy, as the only TA for a class of 25+ students. Responsibilities include:• Resolving student queries during and beyond office hours• Aiding the Professor in framing examination questions• Managing operational and daily classroom logistics• Grading, facilitating and monitoring discussions followed by the final Policy Memo
  • Carnegie Mellon University
    Graduate Research Assistant
    Carnegie Mellon University Oct 2024 - Present
    Pittsburgh, Pennsylvania, United States
    Researched with Prof. Rema Padman in iLAB on Healthcare Analytics
  • Infurnia
    Software Engineer
    Infurnia Jul 2022 - Jul 2024
    Bengaluru, Karnataka, India
    • Leading the C++ Core Technology team in the Modular Interiors division generating $1M+ revenue• Designed Moller-Trumbore raycaster that boosted object detection efficiency by 50% & reduced memory footprint by 35%• Built Affine Transformation Matrix system to power Scale-Rotation-Translation operations on OpenGL shapes in real-time• Built a robust CPQ Pricing framework facilitating precise, real-time price computation for all SKU configurations• Developed and deployed key business modules like Panel Cutlist, Fulfillment Barcode Generation & Bill of Quantities
  • Cloudchef
    Machine Learning Intern
    Cloudchef Jan 2022 - Jun 2022
    Palo Alto, California, United States
    • Developed sentiment analyzer using DistilBERT-based ABSA & analyzed 5000+ customer feedback• Integrated multi-threaded video recorder using OpenCV, ffmpeg & H.264 compression algorithm
  • Nanyang Technological University Singapore
    Data Science Researcher
    Nanyang Technological University Singapore Aug 2021 - Jun 2022
    Singapore
    • Researched at the Computational Intelligence Lab at NTU Singapore • Attributed Twitter sentiment analysis to the prediction of real-time Bitcoin trading volume• Fine-tuned FinBERT and VADER ensemble for Twitter sentiment detection, achieved 0.832 F1 score• Employed Information Gain for feature weights and CKG-based Concept Parsing for mining relevant data• Achieved remarkable P-value of 3.89 ∗ 10−15 and LSTM loss of 0.0094 on a large dataset of 2M+ tweets• Proceedings published in A* International Conference on Information Systems 2022 as a conference paper
  • Pattern Analysis And Machine Learning Lab, Iit Indore
    Machine Learning Researcher
    Pattern Analysis And Machine Learning Lab, Iit Indore Jan 2021 - Jun 2022
    Indore, Madhya Pradesh, India
    • Developed a novel Vision Transformer (ViT) Siamese model fine-tuned for Fingerprint Authentication• Enhanced self-attention mechanism by 43% using Learnable Temperature Scaling & Diagonal Masking• Implemented Shifted Patch Tokenization for increasing locality inductive bias and achieved TPR of 0.817• Research proceedings published as a conference paper in ICCPN 2022, Thailand
  • Auckland University Of Technology
    Machine Learning Researcher
    Auckland University Of Technology Mar 2021 - Jan 2022
    Auckland, New Zealand
    • Designed a holistic Code Clone detection pipeline using multiple Siamese Neural Network architectures• Obtained P, R and F1 scores of 0.902, 0.933, and 0.917 on OJClones dataset with Intermediate Merge Siamese Neural Network• Incorporated Abstract Syntax Tree and Control Flow Graphs for holistic source code embedding of dataset• Achieved a 23-fold increase in training time efficiency compared to state-of-the-art approaches• Research Proceedings published as a first-authored full conference paper in ICTSS 2022
  • Arcesium
    Summer Intern
    Arcesium May 2021 - Jul 2021
    Hyderabad, Telangana, India
    • My responsibilities primarily involved improving PostTrade Pricing service with SpringBoot, Mockito and migration to Microservices architecture. • Performed migration of the backend Java service and DAO layer and optimized the business logic increasing the service efficiency by 12%
  • Cminds, Iit Bombay
    Machine Learning Intern
    Cminds, Iit Bombay Nov 2020 - Mar 2021
    Mumbai, Maharashtra, India
    • Built a Paraphrase Generator using Seq2Seq model with Encoder (GRU), Decoder (LSTM) and SharedPair-Wise Discriminator for learning semantic sentence embeddings• Integrated lexical semantic analyzer using Knowledge Graph-based taxonomy tree and Resnik Similarity• Incorporated tense transformation and achieved remarkable BLEU and ROUGE-L scores of 51.5 and 54.7
  • Appointy India
    Analytics And Marketing Intern
    Appointy India Apr 2020 - Jun 2020
    Mumbai, Maharashtra, India
    • My responsibilities included detecting and eliminating inaccurate data by implementing bounce rate filters using Javascript • Built dashboards and published lead qualification and product landing pages having an engagement of 850+ users and 2.1k+ sessions

Smit Patel Skills

Leadership Debate C++ Python Keras Sql Data Science Finance Writing Python Flask Html Cascading Style Sheets

Smit Patel Education Details

Frequently Asked Questions about Smit Patel

What company does Smit Patel work for?

Smit Patel works for Carnegie Mellon University

What is Smit Patel's role at the current company?

Smit Patel's current role is Graduate Teaching Assistant.

What schools did Smit Patel attend?

Smit Patel attended Carnegie Mellon University, Indian Institute Of Technology, Indore, Pace Junior Science College, St. Francis School Icse.

What skills is Smit Patel known for?

Smit Patel has skills like Leadership, Debate, C++, Python, Keras, Sql, Data Science, Finance, Writing, Python Flask, Html, Cascading Style Sheets.

Not the Smit Patel you were looking for?

  • Smit Patel

    Greater Boston
    5
    smitpatel.com, gmail.com, datadoghq.com, datadoghq.com, postman.com

    3 +185720XXXXX

  • Smit Patel

    Dallas-Fort Worth Metroplex
    5
    gmail.com, gmail.com, jabil.com, orthoheal.in, orthoheal.in
  • Smit Patel

    Infosec @ Tesla | Cyber And Cs Student At The University Of North Georgia | 3X Giac - Grid, Gcih, Gfact, Advisory Board | Ceh | I Help Uncover Network Threats
    United States
    1
    ung.edu
  • 2
    osu.edu, dimesociety.org
  • Smit Patel

    Ms Cse @ Santa Clara | Open To Swe Roles
    Santa Clara, Ca

Free Chrome Extension

Find emails, phones & company data instantly

Find verified emails from LinkedIn profiles
Get direct phone numbers & mobile contacts
Access company data & employee information
Works directly on LinkedIn - no copy/paste needed
Get Chrome Extension - Free

Aero Online

Your AI prospecting assistant

Download 750 million emails and 100 million phone numbers

Access emails and phone numbers of over 750 million business users. Instantly download verified profiles using 20+ filters, including location, job title, company, function, and industry.