Dev Singh Email and Phone Number
I have a solid foundation in software engineering, with experience in MLOps, cloud systems, and full-stack engineering at Fortune 100 companies. I also have cybersecurity experience performing security audits for clients in various industries, along with building bespoke solutions that enable businesses to proactively identify and mitigate data risks. I have also worked in deep learning research as a student researcher, specifically revolving around computer vision and transformers. I'm looking for roles where I can leverage my skills to tackle real-world challenges at a massive scale. My hands-on experience in optimizing workflows and implementing scalable solutions makes me a unique candidate ready to contribute effectively to teams. Please feel free to reach out at dev [at] devksingh [dot] com with opportunities.
University Of Illinois Urbana-Champaign
View- Website:
- fsi.illinois.edu
- Employees:
- 229
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Research AssistantUniversity Of Illinois Urbana-ChampaignChicago, Il, Us
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Course Assistant (Systems Programming)University Of Illinois Urbana-Champaign Aug 2024 - PresentChampaign, Il, Us* Developed and maintained a distributed auto-grading infrastructure for systems programming assignments, ensuring reliable and timely feedback for a large student enrollment.* Led the migration of the course auto-grading infrastructure to Jenkins CI/CD pipeline, significantly improving reliability and scalability of assignment evaluation processes. -
Course Assistant (Numerical Methods)University Of Illinois Urbana-Champaign Aug 2023 - PresentChampaign, Il, Us* Provided hands-on guidance to students implementing numerical algorithms in Python, including optimization methods, linear algebra computations, and numerical integration techniques.* Championed the development of an open-source online textbook for numerical methods, improving accessibility and student satisfaction.
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Infrastructure ChairAcm@Uiuc Apr 2024 - PresentUrbana, Illinois, Us -
Infrastructure Project ManagerAcm@Uiuc Jan 2023 - May 2024Urbana, Illinois, Us• Implemented AWS Lambda and DynamoDB to build custom processes that automate ticket sales and new member provisioning and reduce operational burden.• Achieved a 40% reduction in application downtime, enhanced brand recognition, and realized 30% cost savings by architecting and leading infrastructure modernization projects. Initiatives included implementing Azure Active Directory, mail server, custom link shortener, Kubernetes cluster, and central events management system.
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TreasurerAcm@Uiuc Mar 2023 - Mar 2024Urbana, Illinois, UsFocused on modernization of finance operations through technological solutions to reduce accounts payable processing time by 3 days, building strong relationships with vendors and enabling committees.
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Software Engineer InternCapital One Jun 2024 - Aug 2024Mclean, Va, Us -
Software Engineering/Mlops Intern - Cat DigitalCaterpillar Inc. Aug 2023 - Dec 2023Irving, Texas, Us -
Software Engineering/Mlops Intern - Cat DigitalCaterpillar Inc. May 2023 - Aug 2023Irving, Texas, Us• Cut anomaly detection pipeline runtime by 86%, leading to a boost in after-market service sales and an eightfold increase in supported assets, using Python and Java. Led the transition from from traditional systems to scalable solutions through the integration of asynchronous I/O, multi-threading operations, and Redis databases.• Decreased storage costs by 8% and optimized AWS resource allocation in AWS SageMaker by leveraging AWS Lambda, S3, DynamoDB, CloudFormation, and API Gateway to create a distributed model cleanup and testing tool.• Prevented security breaches by implementing CI/CD pipelines for vulnerability scanning, regression testing, and alerting.
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Software Engineering InternZakti Security Labs Jul 2019 - Apr 2023• Reduced non-compliant and unauthorized accesses to regulated systems by 15% through development of custom client-focusedtools in Node.js, Java and Python that enable businesses to proactively identify and mitigate data risks.• Developed disaster response and recovery plans that enable business continuity and recovery for high-risk organizations.• Performed security audits for clients using the NIST and OCTAVE cybersecurity frameworks to deter cyberattacks.
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Researcher, Timan GroupUniversity Of Illinois At Urbana-Champaign Oct 2020 - Aug 2022Champaign, Il, Us• Conducted deep learning in computer vision research by assisting in the development of the first contrastive multimodal video transformer model for video classification tasks. This innovative model improves both speed and accuracy by using audio to help understand video content, and vice versa, in data-sparse settings.• Improved deep learning models for real-world deployment scenarios by utilizing self-attention techniques, enabling vision models to better understand temporal contextual information.
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Head Of Strategy And Application DevelopmentTitan Robotics Frc 2022 Aug 2020 - May 2022Created cross-platform applications to facilitate scouting data collection with a custom mobile app and backend REST API using React.JS, Node.JS, and MongoDB. Developed data analysis engine using pandas, scikit-learn, and PyTorch. Deployed applications at the 2020 Midwest Regional Competition, which played a critical role in the team’s success through team metric calculation, movement analysis, and risk-reward analysis.
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Chief Technology OfficerEpochml Aug 2019 - May 2022Create a new CUDA-enabled HPC cluster and oversee technological vision and overall reliability of the HPC cluster at both the hardware and software levels. Contribute to various upstream open-source projects to improve the automated deployment of the SLURM job management softwareand other HPC software. Worked with IMSA staff to write and improve Computer Science and Machine Learning curriculum.
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Co-Founder And Devops EngineerThoxyn.Com Jul 2018 - Aug 2019Thoxyn.com is a social network designed to stimulate deep thought and metacognition. Strengthened system reliability and developer operations by proactively managing and optimizing cloud architecture. Built and maintained Docker container clusters using k8s on AWS to ensure a consistently responsive client experience while ensuring 4 nines of uptime of all end-user applications. Wrote code and supported architecture in high-throughput systems on AWS and Azure clouds. Coordinated a nation-wide group of developers and engineers to facilitate developer efficiency.
Dev Singh Education Details
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University Of Illinois Urbana-ChampaignComputer Science -
Illinois Mathematics And Science AcademyHigh School/Secondary Diplomas And Certificates
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Naperville Central High School
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University Of Illinois Urbana-ChampaignComputer Science
Frequently Asked Questions about Dev Singh
What company does Dev Singh work for?
Dev Singh works for University Of Illinois Urbana-Champaign
What is Dev Singh's role at the current company?
Dev Singh's current role is Research Assistant.
What schools did Dev Singh attend?
Dev Singh attended University Of Illinois Urbana-Champaign, Illinois Mathematics And Science Academy, Naperville Central High School, University Of Illinois Urbana-Champaign.
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