I am Ashutosh, an MSCS student at UIUC. Previously, I completed my bachelors from Indian Institute of Technology, Bombay with honors and dual minors in Computer Science and Artificial Intelligence. My primary interests lie at the intersection of software engineering and machine learning. Most of my research and professional experiences delve around building large-scale and intelligent systems. I have previously worked as an Applied Scientist at Amazon (LLM Finetuning) and as a Software Engineer Intern (Full Stack Engineer) at Wells Fargo. I like using my programming and rigorous mathematical skills to address complex real-world challenges and drive innovation. My hobbies include singing and listening to music.I am actively seeking full time opportunities starting May '25, excited to apply my skills and make a positive impact. If my profile matches with your organization's goals, I'd be happy to connect and explore potential opportunities!
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Research EngineerIbmCambridge, Ma, Us -
Graduate Teaching AssistantUniversity Of Illinois Urbana-Champaign Aug 2024 - PresentUrbana-Champaign AreaCS 441 - Applied Machine Learning, Prof. Derek Hoiem, Department of Computer Science, UIUC -
Applied ScientistAmazon May 2024 - Aug 2024Seattle, Washington, United StatesFinetuning LLMs for Entity Matching. -
Graduate Teaching AssistantUniversity Of Illinois Urbana-Champaign Aug 2023 - May 2024Urbana-Champaign AreaCS 173 - Discrete Structures, Prof. Benjamin Cosman, Department of Computer Science, UIUC
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ResearcherComputation For Indian Language Technology (Cfilt) Lab Jul 2022 - Aug 2023Mumbai, Maharashtra, IndiaUnder the guidance of Prof. Pushpak BhattacharyyaProject 1 - Neural Information Retrieval for Enterprise Search System• Implemented ColBERT model with query expansion using Dense Pseudo Relevance Feedback• Modified Attention Mechanism in transformer architecture using Dependency Parsing to encode syntaxinformation and achieved 47% improvement in MAP@10 and MRR@10 over ColBERTv2-based strong baselineProject 2 - Multilingual Information Retrieval for Zero-shot Question-Answering• Curated IR dataset IndicMARCO for 11 Indian languages by translating MSMARCO dataset using NLLB model• Developed IndicColBERT, a multilingual neural information retrieval model using mBERT encoder• Integrating IndicColBERT retriever in Retrieval Augmented Generation Models for question-answering -
Department Academic MentorIndian Institute Of Technology, Bombay May 2022 - May 2023Mumbai, Maharashtra, India -
ResearcherIndian Institute Of Technology, Bombay Jan 2022 - Jul 2022Mumbai, Maharashtra, IndiaImage Translation for real-time CT Scan generation from UltrasoundsGuide: Prof. Amit Sethi, Department of Electrical Engineering, IIT Bombay• Utilized Fourier Domain Adaptation for transforming simulated ultrasounds to real ultrasound images• Deployed pix2pix and CycleGAN Models in PyTorch to learn the mapping from ultrasounds to CT Scans• Achieved 0.87 SSIM and 0.008 MSE, validating the efficacy of using simulated data for medical image translation
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Software EngineerWells Fargo May 2022 - Jul 2022Bengaluru, Karnataka, IndiaDeveloped a Trading Platform in Flask & ReactJS; received Pre-Placement Offer for exceptional performance• Integrated Apache Kafka with MongoDB for persistent storage of Stock Prices from external APIs• Developed a Trade Matching Engine for efficiently queuing and settling trades & an interactive GUI• Encrypted data in transit and performed unit testing in Pytest to ensure High Code Coverage -
Machine Learning InternEclerx Dec 2021 - Jan 2022Mumbai, Maharashtra, IndiaDeveloped an E-Commerce Webpage Classification System using NLP and Deep Learning• Reviewed literature on employing SVD, RNNs, CNNs and N-Gram Models for webpage classification• Developed data pre-processor and an RNN Model in Keras python framework and integrated TransferLearning by using pre-trained Glove vectors and achieved 86% Accuracy on testing dataset -
Interview CoordinatorPlacement Office, Iit Bombay Oct 2021 - Dec 2021Mumbai, Maharashtra, India -
Thematic Data Science InternSignal Capital Partners Sep 2021 - Dec 2021London, England, United Kingdomo Studied the high quality statistics on Europe in Eurostat online database and ideated efficient data processing stepso Automated creation of NUTS-level dictionary in Europe from Eurostat online database using Pandaso Prepared dataset using MS Excel from Genworth website for predicting lucrative real-estate locations -
Undergraduate Teaching AssistantIndian Institute Of Technology, Bombay May 2021 - Jun 2021Mumbai, Maharashtra, IndiaMA 108 - Differential Equations, Prof. U. K. Anandavardhanan, Prof. Prachi Mahajan, Department of Mathematics, IIT Bombay
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Marketing CoordinatorE-Cell, Iit Bombay Sep 2020 - May 2021Mumbai, Maharashtra, India -
Marketing CoordinatorTechfest, Iit Bombay Sep 2020 - May 2021Mumbai, Maharashtra, India
Ashutosh Sharma Education Details
Frequently Asked Questions about Ashutosh Sharma
What company does Ashutosh Sharma work for?
Ashutosh Sharma works for Ibm
What is Ashutosh Sharma's role at the current company?
Ashutosh Sharma's current role is Research Engineer.
What schools did Ashutosh Sharma attend?
Ashutosh Sharma attended University Of Illinois Urbana-Champaign, Indian Institute Of Technology, Bombay.
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Ashutosh Sharma
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Los Angeles, Ca6gmail.com, gmail.com, gmail.com, gmail.com, thebrain.com, slalom.com2 +156259XXXXX
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