Gundeep Singh Email & Phone Number

Vancouver, British Columbia, Canada

Vancouver, British Columbia, Canada

- 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.- Fine-tuned NeMo machine translation models (Spanish to English, Chinese to English) and benchmarked against cloud… Show more - 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.- Fine-tuned NeMo machine translation models (Spanish to English, Chinese to English) and benchmarked against cloud models using MLFlow experiments.- Developed modular Gradio tabbed interface for AI demos, including GPT chat interface and multilingual machine translation.- Conducted trade-off analysis of optimization solutions for WMT leaderboard models.- Mentored junior data scientists, dev ops, and testers, emphasizing best practices and troubleshooting.- Hosted seminars on Triton Inference Server adoption, facilitating deployment for voice team's whisper models.- Developed ML studio product backend for customer AI access, integrating Spacy, sklearn classifiers, and MLFlow.- Managed on-prem hosted services including Jupyterhub, MLFlow, GPU job scheduler, and Grafana Dashboards with custom metrics reporting from microservices.- Achieved 500x peak usage throughput optimization for sentiment analysis model, significantly optimizing computing resources. Show less

- Brainstorming, requirements elicitation, hypothesis iteration.- Supervised Dataset Generation, hypothesis validation, handoff.

New Delhi, Delhi, India

- 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 internal development and maintenance costs, empowering them to do revenue analysis and formulate quotes for prospects.-… Show more - 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 internal development and maintenance costs, empowering them to do revenue analysis and formulate quotes for prospects.- Collaborated with diverse clients and projects, resulting in a substantial long-term revenue.- Mentored a team of 4 full stack developers by providing guidance, and knowledge sharing.- Occasionally engaged in debugging sessions to maintain project progress.- Kanban task management, prioritization to meet milestones & deliverables timelines.- Conducted weekly client demos to showcase project advancements, gather feedback, and ensure alignment with client expectations. This facilitated iterative development and minimized deviations from project goals. Show less

New Delhi, Delhi, India

- 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

Gurugram, Haryana, India

- 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

Gurgaon, India

- 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 POCs (Chatterbot, dialogflow, watson, wit.ai )- Dialogflow conditional + nlp chatbot creation & website integration-… Show more - 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 POCs (Chatterbot, dialogflow, watson, wit.ai )- Dialogflow conditional + nlp chatbot creation & website integration- CI/CD implementation using linux and jenkins- nginx reverse proxy configuration and management for multiple subdomains Show less

New Delhi, Delhi, India

- 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

Noida, Uttar Pradesh, India

- 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 8m & urban8k dataset annotations prediction

Noida Area, India

- 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

New Delhi, Delhi, India

- 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

Noida Area, India

- 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)

Noida, Uttar Pradesh, India

- 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

Diploma Of Education, Project Management

Bachelor Of Engineering (B.E.), Computer Science