Swaroop Kumar

Swaroop Kumar Email and Phone Number

Senior Machine Learning Engineer @ Beckman Coulter Diagnostics
Bengaluru, KA, IN
Swaroop Kumar's Location
Bengaluru, Karnataka, India, India
About Swaroop Kumar

5+ years of experience in end-to-end ML, from modelling to deployment. Experience in understanding problems, building solutions and presenting them to diverse stakeholders. Passionate about exploring new and niche domains, and using data and AI in the service of humanity.Engineer at 💙.

Swaroop Kumar's Current Company Details
Beckman Coulter Diagnostics

Beckman Coulter Diagnostics

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Senior Machine Learning Engineer
Bengaluru, KA, IN
Employees:
9679
Swaroop Kumar Work Experience Details
  • Beckman Coulter Diagnostics
    Senior Machine Learning Engineer
    Beckman Coulter Diagnostics
    Bengaluru, Ka, In
  • Beckman Coulter Diagnostics
    Senior Machine Learning Engineer
    Beckman Coulter Diagnostics Jun 2024 - Present
    Bengaluru, Karnataka, India
    Microscopic Imaging for Hematology Analyzers
  • Quantiphi
    Senior Machine Learning Engineer
    Quantiphi Aug 2022 - Jun 2024
    Bengaluru, Karnataka, India
    Nvidia Delivery ArmSemantic Search, RAG and GenAI* Responsible for ideation, solution architecture and day-to-day technical guidance and execution of multiple NLP and LLM-based projects* Search and RAG on technical documents and structured databases* Modeling of a large database of natural conversations as a graph using GenAI to derive business insights * Classification of Linux command severity for cybersecurity surveillance of a large bank* Vision transformer based approach for identification of chemical molecule from hand-drawn diagrams* Delivered sessions on using Nvidia's frameworks for GenAI to multiple organisations* Delivered webinars and co-wrote technical blogs on improving speech-based conversational agents* Supporting pre-sales and marketing with ideation, feasibility analyses and demos
  • Datakind
    Data Expert Volunteer
    Datakind Nov 2022 - Jun 2023
    Helping to build and scale a Job matching system for "Opportunity Youth" in Mombasa.
  • L&T Technology Services Limited
    Machine Learning Engineer
    L&T Technology Services Limited Jul 2019 - Aug 2022
    Mysuru Area, India
    AI CoE, Medical & Life Sciences * Servant-led a team of 4 ML engineers on projects in surgical analytics (bleeding detection and workflow analysis) * Helped build "Chest-rAI" - An AI-based chest X-Ray analysis system to find, localize and report abnormalities, which has won the "Big Innovation Award USA - 2021" and ASSOCHAM's "2nd Innovators' Excellence Award" * Co-inventor in 5 patents in medical imaging and NLP * Actively publishing academic and whitepapers * Mentoring interns * Pre-sales and planning (writing proposals, task tracking, risk management) * Interfacing with IT and platform teams for GitHub migration and infrastructure issuesChest-rAI:> Auto-encoder and clustering for unsupervised data cleaning> Classification and localisation of abnormalities on chest X-Rays> Label extraction, summarization, structuring and generation of X-Ray reports> Development of anonymization tools and annotation tools; management of annotation teams> Development of a multi-model inference pipeline and deployment on cloud (kubernetes)> Deployment monitoring and automation with Terraform and GitHub Actions> Inference optimization on Intel and Nvidia hardwareSurgical analytics> Exploration and planning for polyp detection in colonoscopy (software defined endoscopy using Nvidia's Clara Holoscan)> Generation of synthetic data with blood-flow simulation, detection and quantification of blood in laparoscopic surgery videos> Deep-learning based analysis of surgical workflow in laparoscopy videos
  • L&T Technology Services Limited
    Machine Learning Intern
    L&T Technology Services Limited Jan 2019 - Apr 2019
    Mysuru Area, India
    Digital Image Processing Team* Deep learning for computer-aided-diagnosis in radiology.* Assessed clinical relevance and explored issues of explainability, generalizability and fairness.* Replicated previous work and experimented with several training refinements.* Achieved competitive results for TB detection.

Swaroop Kumar Skills

Python Pandas Neuroevolution P5.js Machine Learning Linux Jupyter Deep Learning Fastai Pytorch Flask Evolutionary Algorithms

Swaroop Kumar Education Details

Frequently Asked Questions about Swaroop Kumar

What company does Swaroop Kumar work for?

Swaroop Kumar works for Beckman Coulter Diagnostics

What is Swaroop Kumar's role at the current company?

Swaroop Kumar's current role is Senior Machine Learning Engineer.

What schools did Swaroop Kumar attend?

Swaroop Kumar attended University Of Mysore, Yuvaraja's College, Mysuru.

What skills is Swaroop Kumar known for?

Swaroop Kumar has skills like Python, Pandas, Neuroevolution, P5.js, Machine Learning, Linux, Jupyter, Deep Learning, Fastai, Pytorch, Flask, Evolutionary Algorithms.

Who are Swaroop Kumar's colleagues?

Swaroop Kumar's colleagues are Alex Keller, Jakub Žert, Oofin Puppy, Mohanan Mohanan, Elaine Yang, Linda Mooney, Luis Garcia.

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