Shashank Rangarajan

Shashank Rangarajan Email and Phone Number

Machine Learning Engineer @ Meta
California, United States
Shashank Rangarajan's Location
San Francisco Bay Area, United States
Shashank Rangarajan's Contact Details

Shashank Rangarajan work email

Shashank Rangarajan personal email

n/a
About Shashank Rangarajan

Innovative ML Scientist 🚀 | Problem-Solver 💡 | Lifelong Learner 📚I’m an experienced Machine Learning Scientist with over 4 years of expertise in designing and implementing impactful ML solutions across industries such as semiconductor, e-commerce, edge-device, and healthcare. At Intel, I optimized the schedule of applying OS patches/fixes to hosts, and reduced resource waste by 60% through predictive modeling. I also enhanced model deployment speeds tenfold with a scalable MLOps framework. My tenure at Amazon involved migrating over 90 machine learning models (for Ads) into production with zero downtime, while at Motorola, I led the development of a personalized recommendation system that boosted click-through rates by 20%.I hold a Master’s degree in Computer Science from the University of Southern California, graduating with Honors and a 4.0 GPA. During my time there, I contributed to cutting-edge research in neuroimaging and multimodal deep learning, further honing my skills in data science. I was also recognized with the prestigious CSCI MS Honors & Scholarship for my academic performance. My undergraduate studies were completed with distinction, ranking third in my class at Sri Jayachamarajendra College of Engineering.Certified in key ML frameworks such as PyTorch, TensorFlow, and scikit-learn, I am proficient in managing end-to-end machine learning pipelines using tools like AWS SageMaker, MLflow, and Docker. My skills also extend to cloud computing with hands-on experience in AWS, GCP, and Azure, as well as deploying generative AI models and building sophisticated data pipelines.I am driven by the challenge of solving complex problems and creating business impact through data-driven innovation. I am now looking to apply my expertise in a forward-thinking environment, driving machine learning advancements to deliver measurable outcomes.Let's connect and explore how we can combine our expertise to unlock new horizons in technology and innovation.

Shashank Rangarajan's Current Company Details
Meta

Meta

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Machine Learning Engineer
California, United States
Website:
metadownhole.com
Employees:
136862
Shashank Rangarajan Work Experience Details
  • Meta
    Machine Learning Engineer
    Meta
    California, United States
  • Intel Corporation
    Machine Learning Scientist - Ii
    Intel Corporation Jun 2024 - Present
    Folsom, California, United States
  • Intel Corporation
    Machine Learning Intern
    Intel Corporation May 2023 - May 2024
    Team: Analytics and Intelligence - Drives optimization of private-cloud infrastructure for Intel world-wide* Innovated a deep learning-based patch scheduling system to optimize OS patching/fixes, cut down resource wastage by 60%* Improved patch scheduler performance by 30% by leveraging large language models (LLM) for natural language features* Deployed scalable ML framework - with model registry, containerized inference APIs enabling instant multi-region deployments*… Show more Team: Analytics and Intelligence - Drives optimization of private-cloud infrastructure for Intel world-wide* Innovated a deep learning-based patch scheduling system to optimize OS patching/fixes, cut down resource wastage by 60%* Improved patch scheduler performance by 30% by leveraging large language models (LLM) for natural language features* Deployed scalable ML framework - with model registry, containerized inference APIs enabling instant multi-region deployments* Refined MLOps practices and simplified deployment process for team, achieving 10x acceleration in model development* Built an AI Chatbot - with RAG (retrieval augmented generation), and agentic capabilities enhancing customer experience on cloud management portal Show less
  • Usc Viterbi School Of Engineering
    Graduate Teaching Assistant
    Usc Viterbi School Of Engineering Jan 2024 - May 2024
    Los Angeles, California, United States
    Graduate Teaching Assistant for the Spring 2024 offering of CSCI-585:Database Systems under the guidance of Prof. Saty Raghavachary.
  • Usc Viterbi School Of Engineering
    Graduate Teaching Assistant
    Usc Viterbi School Of Engineering Aug 2023 - Dec 2023
    Los Angeles, California, United States
    Teaching Assistant for the Fall 2023 offering of DSCI-250:Introduction to Data Science under the guidance of Prof. Saty Raghavachary. This role enables me to pursue my passion for teaching and contribute to enhancing the knowledge base of fellow students.
  • University Of Southern California
    Student Researcher
    University Of Southern California Feb 2023 - Jan 2024
    Los Angeles, California, United States
    • Laboratory of Neuro Imaging (LONI), Keck School of Medicine (Feb 2023 - Jan 2024): Leading a team of 5 engineers for NIH’s Data Archive for Brain Initiative (DABI), spearheading the development of the analysis pipeline and multiple backend components.• Vilesov Group, Chemistry Department (Feb - May 2023): Utilized Deep Learning to analyze X-Ray Diffraction in He (helium) bubbles, synthesizing data and developing estimation models for radius, intensity, aspect-ratio, and rotation
  • Amazon
    Software Development Engineer - Machine Learning
    Amazon Jun 2020 - Jul 2022
    Bengaluru, Karnataka, India
    Team: Expresso - Delivers MLOps platform to accelerate experimentation and deployment of ML models* Designed systems to integrate Apache Zepplin notebooks into production ETL flows, enabled 10x faster experimentation through streamlined data science workflows. Collaborated with customers to onboard first production use case* Re-architected legacy model re-training pipeline ensuring 100% uptime while migrating 90+ production models. Collaborated with cross-functional team (applied… Show more Team: Expresso - Delivers MLOps platform to accelerate experimentation and deployment of ML models* Designed systems to integrate Apache Zepplin notebooks into production ETL flows, enabled 10x faster experimentation through streamlined data science workflows. Collaborated with customers to onboard first production use case* Re-architected legacy model re-training pipeline ensuring 100% uptime while migrating 90+ production models. Collaborated with cross-functional team (applied scientists, developers) to achieve seamless transition* Transitioned production database to federated AWS accounts seamlessly with 0-data loss and minimal availability impact* Created a one-click solution to manage configurations, facilitating updates to prod configs without needing deployment* Supervised 1 intern, oversaw development of peer-review feature to ensure safe updates in production workflows* Resolved 100+ security risks, SEV2s across 10+ production pipelines ensuring operational excellence Show less
  • Motorola Mobility (A Lenovo Company)
    Associate Software Engineer
    Motorola Mobility (A Lenovo Company) Sep 2019 - Jun 2020
    Bengaluru Area, India
    Team: Over The Air updates (OTA) - Provides software upgrades for motorola devices world-wide* Launched smart updates for Motorola’s (classical line of) phones, ensuring seamless updates for over 100K devices* Ideated customer feedback feature into the OTA app, enhancing user engagement and customer satisfaction* Implemented a game recommendation engine, led a cross-functional team of 4 to integrate it on "Hello You" app offering personalized experiences for users* Managed 2… Show more Team: Over The Air updates (OTA) - Provides software upgrades for motorola devices world-wide* Launched smart updates for Motorola’s (classical line of) phones, ensuring seamless updates for over 100K devices* Ideated customer feedback feature into the OTA app, enhancing user engagement and customer satisfaction* Implemented a game recommendation engine, led a cross-functional team of 4 to integrate it on "Hello You" app offering personalized experiences for users* Managed 2 interns, created a log analyzer tool for automatic call-drop detection, reducing ticket turn-around time by 30% Show less
  • Siemens Healthineers
    Intern
    Siemens Healthineers Jan 2019 - May 2019
    Bengaluru, Karnataka, India
    • Worked as a software dev intern in the CT Department• Developed an internal tool that enables management of test-agent machines• Performed night-run analysis for a variety of bugs and helped in fixing them
  • Philips
    Research Intern
    Philips Jun 2018 - Jul 2018
    Bengaluru, Karnataka, India
    • Worked as a research intern in the Cardiology & Radiology Informatics Department• Evaluated the feasibility of using end-to-end deep learning models to detect brain hemorrhage in non-contrast head CTs• Developed 3D CNN and ResNet models and validated model performances using class-activation heat map reconstruction• Improved the performance by 30% of previous models using auto-encoder, and pre-processing techniques• Developed pre-processing pipeline to extract metrics for a… Show more • Worked as a research intern in the Cardiology & Radiology Informatics Department• Evaluated the feasibility of using end-to-end deep learning models to detect brain hemorrhage in non-contrast head CTs• Developed 3D CNN and ResNet models and validated model performances using class-activation heat map reconstruction• Improved the performance by 30% of previous models using auto-encoder, and pre-processing techniques• Developed pre-processing pipeline to extract metrics for a Carotid Artery Screening project Show less

Shashank Rangarajan Education Details

Frequently Asked Questions about Shashank Rangarajan

What company does Shashank Rangarajan work for?

Shashank Rangarajan works for Meta

What is Shashank Rangarajan's role at the current company?

Shashank Rangarajan's current role is Machine Learning Engineer.

What is Shashank Rangarajan's email address?

Shashank Rangarajan's email address is sh****@****tel.com

What schools did Shashank Rangarajan attend?

Shashank Rangarajan attended University Of Southern California, Sri Jayachamarajendra College Of Engineering, Mysore (Qip Centre).

Who are Shashank Rangarajan's colleagues?

Shashank Rangarajan's colleagues are Mahmoud Ibrahim, Dorothy D Brock, Narayana Sai Nishi Grandhi, Cảnh Hồ Sỹ, Asilah Hamid, Bhupendra Kushwaha Kushwah, Gabriela Mc Darby Adler.

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