Smit Patel Email and Phone Number
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!
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Graduate Teaching AssistantCarnegie Mellon UniversityUnited States -
Graduate Teaching AssistantCarnegie Mellon University Oct 2024 - PresentPittsburgh, Pennsylvania, United StatesAssisted 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 -
Graduate Research AssistantCarnegie Mellon University Oct 2024 - PresentPittsburgh, Pennsylvania, United StatesResearched with Prof. Rema Padman in iLAB on Healthcare Analytics -
Software EngineerInfurnia Jul 2022 - Jul 2024Bengaluru, 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 -
Machine Learning InternCloudchef Jan 2022 - Jun 2022Palo 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 -
Data Science ResearcherNanyang Technological University Singapore Aug 2021 - Jun 2022Singapore• 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 -
Machine Learning ResearcherPattern Analysis And Machine Learning Lab, Iit Indore Jan 2021 - Jun 2022Indore, 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
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Machine Learning ResearcherAuckland University Of Technology Mar 2021 - Jan 2022Auckland, 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 -
Summer InternArcesium May 2021 - Jul 2021Hyderabad, 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% -
Machine Learning InternCminds, Iit Bombay Nov 2020 - Mar 2021Mumbai, 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 -
Analytics And Marketing InternAppointy India Apr 2020 - Jun 2020Mumbai, 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
Smit Patel Education Details
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Artificial Intelligence And Innovation -
St. Francis School Icse96.33%
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.
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Smit Patel
Greater Boston5smitpatel.com, gmail.com, datadoghq.com, datadoghq.com, postman.com3 +185720XXXXX
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Smit Patel
Dallas-Fort Worth Metroplex5gmail.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 ThreatsUnited States1ung.edu -
SMIT PATEL💊📲
Columbus, Oh2osu.edu, dimesociety.org -
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