Applied Scientist - Nlp
Current
May 2024 - Present
AeroLeads people directory · profile
Gundeep Singh Email & Phone Number
Applied Scientist | Product | Engineering
at
Dialpad
1 work email found
@globalrelay.com
LinkedIn matched
4 data sources
Profile completeness 100%
Current company
Role
Applied Scientist | Product | Engineering
Location
Vancouver, British Columbia, Canada
Company size
Who is Gundeep Singh? Overview
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Quick answer
Gundeep Singh is listed as Applied Scientist | Product | Engineering at Dialpad, a company with 581 employees, based in Vancouver, British Columbia, Canada. AeroLeads shows a work email signal at globalrelay.com and a matched LinkedIn profile for Gundeep Singh.
Gundeep Singh previously worked as Applied Scientist - NLP at Dialpad and Data Scientist - NLP & ML Ops at Global Relay. Gundeep Singh holds Diploma Of Education, Project Management from Conestoga College.
Company email context
Email format at Dialpad
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{first}.{last}@globalrelay.com
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Profile bio
About Gundeep Singh
An Applied LLM Scientist, Full ML Stack Engineer, tech lead with in-depth understanding of ML, LLM Optimizing, Evaluation, Engineering, Large scale infrastructure & Product. I have atleast 3 years hands-on experience in each of these as I have frequently adapted my tech-stack in 11 years of tech career. Lead engineering teams in the past to deliver products. Recent works include planning, training, fine-tuning, evaluating, benchmarking, optimizing, deployment, monitoring of transformers based models (LLMs - 1b,3b,7b,70b,Llama-cpp); End-to-end ML Project scoping, design, development, inference & resource optimization, delivery.
Listed skills include Java, C++, Business Development, Data Structures, and 20 others.
Current workplace
Gundeep Singh's current company
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Dialpad
13 roles
Gundeep Singh work experience
A career timeline built from the work history available for this profile.
Data Scientist - Nlp & Ml Ops
- Managed end-to-end ML/DL microservices on Kubernetes, Helm Charts, and Grafana.- Led end-to-end ML development & ops across diverse projects.- Transitioned from Flask server to Nvidia Triton Inference Server, deploying multiple deep learning models.- Deployed inference models including Mixtral AWQ vLLM, Nemo MT, and multilingual language detection..
Mar 2022 - May 2024
Phd Project Consulting
Satellite Imagery Near-Deduplication
- Brainstorming, requirements elicitation, hypothesis iteration.- Supervised Dataset Generation, hypothesis validation, handoff.
Jan 2021 - Apr 2021
Technical Consultant & Product Lead
- Led client engagement sessions to gather feedback and deliver technical insights.- Formulated & evaluated detailed requirements following in-depth client consultations to devise timelines and budget estimates.- Facilitated decision-making by dividing projects into phases with more accurate estimates.- Provided internal stakeholders with estimates of.
Oct 2020 - Mar 2021
Full Stack Developer
The Pendu Store
- E-comm design to product journey automation- Design to delivery automation with sketch plugin and shopify api- Open source plugin for palette replace to allow changing the artboard color theme with shortcuts.- Open source plugin link: https://github.com/gndps/palette-replace- Automatic tshirt mockups generation with opencv
May 2020 - Oct 2020
Data Scientist
- Problem statement mathematical formalizing & prioritization- ETL Data pipeline design & implementation- Drive Machine Learning projects thru roadmap & milestone planning- Pricing Engine for predicting the procurement price- Extraction & communication of business insights using Google Analytics & Segment Dashboards
Aug 2019 - May 2020
Manager & Individual Contributor (Angular Product & Chatbots)
- Lead a team of 6 (in-house & outsourced developers) to develop multiple Angular products leading to loan write-offs worth $50 million annually- Sprint planning, reporting, Leading daily standups- Java EE Spring & Springboot backend development (individual contribution and management)- Jenkins CI/CD, hiberbate ORM- Conversationanl and conditional chatbots.
Apr 2018 - May 2019
Product Manager
- Managed a 2 developers team, individual contr.- RecyclerView and Fragments Kotlin extensions.- Nested fragments based modular design.- Multi-component custom chatbot interface powered by AI backend
Sep 2018 - Jan 2019
Independent Ml Researcher
Ml Mobile Deployment & Pocs
- On device vernacular wakeword detection- Tensorflow mobile deployment- Live sound processing - cnn, sox noise removal- Natural invention/derivation of short term fourier transform- Custom app actions on wakeword detection- Lstm implementation from scratch with python- Seq2seq language translation with attention- Twitter feed sentiment detection- Youtube.
Apr 2017 - Jan 2018
Senior Software Engineer
- Android app development (100 million installs)- Features development (fragment intensive architecture, hotfix patching w/o app update)- Added Kotlin support to codebase (team of 45)- Initiative to improve UI animations consistency- zeplin assets -> tinypng gradle automation
Mar 2017 - Oct 2017
Ios App Developer
- Social todo app development, iOS - ObjC - Release cycle management, CoreData storage and custom api cloud data sync- MVVP Architecture, xib and storyboard based app Development, 5K MAUs
Oct 2016 - Feb 2017
Co-Founder & Cto
Koleshop
- Android app & Java backend from scratch (10k downloads - 1k MAU): Grocery Marketplace app- Architecture from scratch, GCP, Google Cloud Endpoints (gRPC), jenkins, dagger, gradle, mysql- User based dynamic app UI (Demo video link)- Managed 1 intern (Github link)
Sep 2015 - Feb 2017
Full Stack Engineer
- iPad app development (Obj-C)- Java EE backend Development- GWT Java web frontend development- Credit Card Swiper iPad harware integration- Email reporting automation, sql, hibernate, jenkins
Jul 2013 - Aug 2015
Team & coworkers
Colleagues at Dialpad
Other employees you can reach at dialpad.com. View company contacts for 581 employees →
KF
Kath Faller
Colleague at Dialpad
Calabarzon, Philippines, Philippines
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LL
Liz Loinette
Colleague at Dialpad
Austin, Texas, United States, United States
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GA
Giulia Aliscioni
Colleague at Dialpad
Greater Buenos Aires, Argentina
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SR
Sree Rama Murthy Nunna
Colleague at Dialpad
Andhra Pradesh, India, India
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NB
Nikki Beck
Colleague at Dialpad
Milwaukee, Wisconsin, United States, United States
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FC
Floyd Cousins
Colleague at Dialpad
London, England, United Kingdom, United Kingdom
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AR
Ankit Raj
Colleague at Dialpad
Varanasi, Uttar Pradesh, India, India
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ES
Erin Solodar
Colleague at Dialpad
San Francisco Bay Area, United States
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TJ
Thomas John
Colleague at Dialpad
Bengaluru, Karnataka, India, India
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RF
Rao Fu
Colleague at Dialpad
Richmond, British Columbia, Canada, Canada
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Kath Faller
Colleague at Dialpad
Calabarzon, Philippines, Philippines
View →
LL
Liz Loinette
Colleague at Dialpad
Austin, Texas, United States, United States
View →
GA
Giulia Aliscioni
Colleague at Dialpad
Greater Buenos Aires, Argentina
View →
SR
Sree Rama Murthy Nunna
Colleague at Dialpad
Andhra Pradesh, India, India
View →
NB
Nikki Beck
Colleague at Dialpad
Milwaukee, Wisconsin, United States, United States
View →
FC
Floyd Cousins
Colleague at Dialpad
London, England, United Kingdom, United Kingdom
View →
AR
Ankit Raj
Colleague at Dialpad
Varanasi, Uttar Pradesh, India, India
View →
ES
Erin Solodar
Colleague at Dialpad
San Francisco Bay Area, United States
View →
TJ
Thomas John
Colleague at Dialpad
Bengaluru, Karnataka, India, India
View →
RF
Rao Fu
Colleague at Dialpad
Richmond, British Columbia, Canada, Canada
View →
2 education records
Gundeep Singh education
Diploma Of Education, Project Management
Bachelor Of Engineering (B.E.), Computer Science
FAQ
Frequently asked questions about Gundeep Singh
Quick answers generated from the profile data available on this page.
What company does Gundeep Singh work for?
Gundeep Singh works for Dialpad.
What is Gundeep Singh's role at Dialpad?
Gundeep Singh is listed as Applied Scientist | Product | Engineering at Dialpad.
What is Gundeep Singh's email address?
AeroLeads has found 1 work email signal at @globalrelay.com for Gundeep Singh at Dialpad.
Where is Gundeep Singh based?
Gundeep Singh is based in Vancouver, British Columbia, Canada while working with Dialpad.
What companies has Gundeep Singh worked for?
Gundeep Singh has worked for Dialpad, Global Relay, Satellite Imagery Near-Deduplication, Blueocean Healthcare International (P) Ltd, and The Pendu Store.
Who are Gundeep Singh's colleagues at Dialpad?
Gundeep Singh's colleagues at Dialpad include Kath Faller, Liz Loinette, Giulia Aliscioni, Sree Rama Murthy Nunna, and Nikki Beck.
How can I contact Gundeep Singh?
You can use AeroLeads to view verified contact signals for Gundeep Singh at Dialpad, including work email, phone, and LinkedIn data when available.
What schools did Gundeep Singh attend?
Gundeep Singh holds Diploma Of Education, Project Management from Conestoga College.
What skills is Gundeep Singh known for?
Gundeep Singh is listed with skills including Java, C++, Business Development, Data Structures, User Experience Design, C, Algorithms, and User Interface Design.
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