Vijay S Kalmath
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Vijay S Kalmath Email & Phone Number

Machine Learning Research Engineer at Scale AI
Location: New York, New York, United States 10 work roles 2 schools
1 work email found @columbia.edu LinkedIn matched
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Current company
Scale AI
Role
Machine Learning Research Engineer
Location
New York, New York, United States
Company size
302 employees

Who is Vijay S Kalmath? Overview

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Quick answer

Vijay S Kalmath is listed as Machine Learning Research Engineer at Scale AI, a company with 302 employees, based in New York, New York, United States. AeroLeads shows a work email signal at columbia.edu and a matched LinkedIn profile for Vijay S Kalmath.

Vijay S Kalmath previously worked as NLP - Machine Learning Engineer at Lexalytics, An Inmoment Company and Graduate Machine Learning Research Assistant at Columbia University In The City Of New York. Vijay S Kalmath holds Master Of Science - Ms, Data Science, 3.8/4.0 from Columbia University In The City Of New York.

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{first_initial}{last}@columbia.edu
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Profile bio

About Vijay S Kalmath

Master's student at Columbia University specializing in Data Science with a focus on Deep Learning and Natural Language ProcessingNLP-Machine Learning Engineer at Lexalytics with expertise in LLMs, training/fine-tuning pipelines, and optimization.Passionate about deep learning research and large language models with a research background at Columbia.Extensive experience in software development, DevOps, and machine learning accrued across multiple roles and open-source contributionProven leadership capabilities in supervising and mentoring engineering teams, with experience in hiring and onboarding new talent.

Listed skills include Artificial Neural Networks, Leadership, Bert, Pandas, and 43 others.

Current workplace

Vijay S Kalmath's current company

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Scale AI
Scale Ai
Machine Learning Research Engineer
san francisco, california, united states
Website
scale.com
Employees
302
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10 roles

Vijay S Kalmath work experience

A career timeline built from the work history available for this profile.

Machine Learning Research Engineer

Current
Scale Ai

New York, New York, United States

Jan 2024 - Present

Nlp - Machine Learning Engineer

Lexalytics, An Inmoment Company

New York, New York, United States

  • Enhanced multi-lingual key-phrase extraction system with fine-tuned HuggingFace BERT, achieving 0.85 F1 score.
  • Optimized BERT model inference pipeline with ONNX runtime accelerator and quantization, reducing API response time by 5%.
  • Improved LLAMA2-7B's customer review summary generation with QLORA and LORA techniques with PEFT library.
  • Designed GPT-4 prompts to generate 1000+ synthetic reviews for sales presentations, eliminating the use of real-world data.
Feb 2023 - Jan 2024

Graduate Machine Learning Research Assistant

Columbia University In The City Of New York

New York City Metropolitan Area

  • Official Maintainer of AIModelshare Python library on conda-forge with 35,576+ downloads.
  • Designed and developed model determinism and model replication framework using TensorFlow.
  • Engineered pipelines for cloud-based storage and hosting of Keras and PyTorch models, reducing AWS operating costs.
Aug 2022 - Dec 2022

Graduate Deep Learning Research Assistant - Columbia Wimnet

Columbia University In The City Of New York

New York, New York, United States

In Collaboration with Dr. Igor Kadota, and Abhi AdhikariObjective: Detect Wind and its effects in FMCW Radar Transmissions for micro-climate predictions with Deep Learning.- Designed and Implemented Data Extraction pipelines on Radar Measurements to develop complex-valued range-velocity data. - Analyzed dataset to determine spatial properties and tested.

May 2022 - Sep 2022

Course Assistant - Machine Learning Security

Columbia University In The City Of New York

New York, United States

- Developed Course Contents on Machine Learning Security headed by Professor Suman Jana - with a focus on Machine Learning - Security and Adversarial Attacks.

Mar 2022 - Jun 2022

Course Assistant - Deep Learning And Neural Networks

Columbia University In The City Of New York

New York, United States

- Developed Course Contents for Deep Learning and Neural Networks Course by Professor Zoran Kostic for the Columbia AI executive program. - Evaluated and Refined Deep Learning material and theoretical quiz questions.

Feb 2022 - May 2022

Network Engineer-Ii- Escalation Engineer For Cisco Aci Sdn Solution

Cisco

Bangalore Urban, Karnataka, India

  • Automated Team Performance metric analysis for managerial reports. Forecast resource requirement using Regression Models.
  • Designed Data Pipelines for stateful tracking of Cisco Application Centric Infrastructure labs, improved server utilization by 40%.
  • Authored 5 technical briefs on ACI and its integration with Docker Swarm, Kubernetes-Flannel, and OpenStack.
  • Supervised hiring and mentoring of 28 engineers in Networking, DevOps technologies, Python, and MongoDB.
Jan 2020 - Jul 2021

Network Engineer-Ii

Cisco

Bangalore Urban, Karnataka, India

  • Built models for anomaly detection in SSD performance for 500+ companies (9000+ switches), saving 3000+ work hours.
  • Spearheaded 30+ automation projects to enhance ACI usability with chatbots, log-parsers, low-code, and IaaC platforms.
Aug 2019 - Dec 2019

Network Engineer-I

Cisco

Bengaluru Area, India

  • Troubleshot Cisco ACI with a focus on RAFT and Linux subprocesses on distributed computing systems.
  • Worked on Integration of Docker and Kubernetes services with ACI on cloud services like AWS and Azure.
Aug 2018 - Aug 2019

Network And Automation Engineer - Intern

Cisco

Bengaluru Area, India

Jan 2018 - Jun 2018
Team & coworkers

Colleagues at Scale AI

Other employees you can reach at scale.com. View company contacts for 302 employees →

DC Daisy Colvin Daisy Colvin Colleague at Scale Ai United States, United States View → DL David Long David Long Colleague at Scale Ai Berkeley, California, United States, United States View → JB Jonna Bohlin Jonna Bohlin Colleague at Scale Ai Gothenburg, Västra Götaland County, Sweden, Sweden View → LJ Lifeng Jin Lifeng Jin Colleague at Scale Ai Bellevue, Washington, United States, United States View → MS Mylenna Salles Mylenna Salles Colleague at Scale Ai Corumbá, Mato Grosso Do Sul, Brazil, Brazil View → JC Jason Choi Jason Choi Colleague at Scale Ai San Bruno, California, United States, United States View → RD Rosie Do Rosie Do Colleague at Scale Ai Wellington, Wellington, New Zealand, New Zealand View → BB Benjamin Buchman Benjamin Buchman Colleague at Scale Ai Chapel Hill, North Carolina, United States, United States View → XR Ximena Regalado León Ximena Regalado León Colleague at Scale Ai Tapachula, Chiapas, Mexico, Mexico View → MB Michael Brook Michael Brook Colleague at Scale Ai Newark, Delaware, United States, United States View →
2 education records

Vijay S Kalmath education

Master Of Science - Ms, Data Science, 3.8/4.0

Columbia University In The City Of New York

Key Courses : 1) Algorithms 2) Deep Learning and Neural Networks. 3) Machine Learning 4) Statistical Inference 5) Advanced Deep Learning.

FAQ

Frequently asked questions about Vijay S Kalmath

Quick answers generated from the profile data available on this page.

What company does Vijay S Kalmath work for?

Vijay S Kalmath works for Scale AI.

What is Vijay S Kalmath's role at Scale AI?

Vijay S Kalmath is listed as Machine Learning Research Engineer at Scale AI.

What is Vijay S Kalmath's email address?

AeroLeads has found 1 work email signal at @columbia.edu for Vijay S Kalmath at Scale AI.

Where is Vijay S Kalmath based?

Vijay S Kalmath is based in New York, New York, United States while working with Scale AI.

What companies has Vijay S Kalmath worked for?

Vijay S Kalmath has worked for Scale Ai, Lexalytics, An Inmoment Company, Columbia University In The City Of New York, and Cisco.

Who are Vijay S Kalmath's colleagues at Scale AI?

Vijay S Kalmath's colleagues at Scale AI include Daisy Colvin, David Long, Jonna Bohlin, Lifeng Jin, and Mylenna Salles.

How can I contact Vijay S Kalmath?

You can use AeroLeads to view verified contact signals for Vijay S Kalmath at Scale AI, including work email, phone, and LinkedIn data when available.

What schools did Vijay S Kalmath attend?

Vijay S Kalmath holds Master Of Science - Ms, Data Science, 3.8/4.0 from Columbia University In The City Of New York.

What skills is Vijay S Kalmath known for?

Vijay S Kalmath is listed with skills including Artificial Neural Networks, Leadership, Bert, Pandas, R, Distributed Systems, Linux, and Data Science.

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