All submissions
Elasticsearch Workshop: Search and BeyondAravind Putrevu (@aravindputrevu)
Session type: Workshop
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Machine learning to save lives on the roadAditya Karnik (@adityakarnik)
Session type: Full talk of 40 mins
Session type: Full talk of 40 mins
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Journey to build Data Driven culture in the Startup Ecosystem - Why, How and What?Goda Ramkumar (@godaramkumar)
Session type: Short talk of 20 mins
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Crafting Better Data Pipelines - Some IdeasSrihari Srinivasan (@srihari)
Session type: Full talk of 40 mins
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Automatic Accuracy and ComplianceKritika Upadhyay (@kritikaupadhyay)
Session type: Short talk of 20 mins
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FlashText – A Python Library 28x faster than Regular Expressions for NLP tasksNandan Thakur (@nthakur20)
Session type: Short talk of 20 mins
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Turning Data into Actionable Insights in Real Timearchit agarwal (@arcagarwal)
Session type: Short talk of 20 mins
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GuidedLDA: A Python Package using Semi-Supervised Topic Modelling by Incorporating Lexical PriorsNandan Thakur (@nthakur20)
Session type: Tutorial
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It's Launched! Why do I need to continuously benchmark and monitor my computer vision model?Nitin Gupta (@nitinguptadr)
Session type: Short talk of 20 mins
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CNN for Query Categorization in E-CommerceDeepak Arora (@deepakarora) (proposing)
Session type: Short talk of 20 mins
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Airflow for the Enterprise (Nike's Journey)ChandraSekhar Kandavilli (@chandrakandavilli)
Session type: Short talk of 20 mins
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Using Apache Nifi to manage a real time master data foundation @ NikeVidyasagar Reddy (@vsreddy07)
Session type: Short talk of 20 mins
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Diksuchi: Data quality Monitoring platform for @scale batch data pipelines at WalmartPruthvi Raj (@pruthvirajeranti)
Session type: Short talk of 20 mins
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A journey of AI driven analytics insights engineSomya Anand (@somya214)
Session type: Full talk of 40 mins
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Price Recommendations - Driving Revenue Strategy Using Machine LearningShikhar Gupta (@shikhargupta)
Session type: Full talk of 40 mins
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Siamese Triple Ranking Convolution Network in Signature Forgery DetectionSouradip Chakraborty (@souradip)
Session type: Full talk of 40 mins
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How GPU Computing literally saved me at workAbhishek Mungoli (@a0m00vn)
Session type: Short talk of 20 mins
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Machine Learning Platform @FlipkartNaresh Reddy Sankapelly (@nareshsankapelly)
Session type: Full talk of 40 mins
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Price Investment Strategy Planning with Dynamic Programming based OptimizationAbhishek Mungoli (@a0m00vn)
Session type: Full talk of 40 mins
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Real-time fraud detection with Kafka StreamsNavinder Pal Singh Brar (@navinder)
Session type: Short talk of 20 mins
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Building a multi-tenant data processing and model inferencing platform with Kafka StreamsNavinder Pal Singh Brar (@navinder)
Session type: Full talk of 40 mins
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Automated Catalogue Management and Image Quality Assessment using CNN and Deep LearningSouradip Chakraborty (@souradip)
Session type: Short talk of 20 mins
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MetaConfig driven FeatureStore with Feature compute & Serving Platform powering Machine Learning @MakeMyTripPiyush (@piykumar)
Session type: Full talk of 40 mins
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Interpretable NLP ModelsLogesh kumar (@infinitylogesh)
Session type: Tutorial
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Deep Diagnosis:How is Deep Learning Impacting Medical Domain and Saving LivesRaghav Bali (@baliraghav)
Session type: Full talk of 40 mins
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Threat detection is as easy as finding a needle in a forest (even for machine learning)Ashish Verma (@vermaashish)
Session type: Full talk of 40 mins
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How we build highly scalable and multi-tenant orchestration service using Apache Airflow on Kubernetesraman gupta (@ramandumcs)
Session type: Short talk of 20 mins
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fStream - Continuous Intelligence @ scale in FlipkartAyan Ghatak (@ayanghatak21)
Section: Full talk
Technical level: Intermediate
Session type: Discussion
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Defining and Solving Data Science for Finance Problems: A Case StudyAniruddha M Godbole (@godboleam)
Session type: Full talk of 40 mins
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Automating Workflows for AI ProjectsJaidev Deshpande (@jaidevd)
Section: Full talk
Technical level: Intermediate
Session type: Lecture
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Text Classification, Interpretability, and Summarisation at ScaleSiddhant Panda (@siddhantpanda)
Session type: Short talk of 20 mins
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Verifiable Logs and DLT: A recipe for smashing UCC using hashingRaksha M P (@rakshamp)
Session type: Lecture
Session type: Short talk of 20 mins
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What's Machine Learning Bias?\AbdulMajedRaja (@amrrs)
Session type: Full talk of 40 mins
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Scalable NLP Pipeline for Building Catalogue for MSMEsDeepak Sharma (@deepaksharmaclustr)
Session type: Lecture
Session type: Tutorial
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Democratizing ML at FreshworksArvind Aravamudhan (@arvindaravamudhan)
Session type: Short talk of 20 mins
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Become Language Agnostic by Combining the Power of R with Python using Reticulate\AbdulMajedRaja (@amrrs)
Session type: Workshop
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What happens out there? In the Real-World, With R\AbdulMajedRaja (@amrrs)
Session type: Tutorial
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\From ML Dashboards to ML Web Apps - R with Shiny\AbdulMajedRaja (@amrrs)
Session type: Workshop
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Introduction to R for Data Science [Workshop]\AbdulMajedRaja (@amrrs)
Session type: Workshop
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From ML Dashboards to ML Web Apps - R with Shiny\AbdulMajedRaja (@amrrs)
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Incubation to Production : Building Data Products for ever changing business @FlipkartAkash Khandelwal (@akash099)
Session type: Lecture
Session type: BOF session of 1 hour
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Accelerating Hiring with Data ScienceVishal Gupta (@vizgupta)
Session type: Short talk of 20 mins
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Story of Building a Telecom Data Analytics Solutionsawinder kaur (@sawinder)
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Extract calendar events from free-form text (chats/emails) to automate schedulingAdarsh Dattatri (@adarsh-dattatri)
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Developing a bot that can answer support queries and aid in decision making with analyticsVarun Nathan (@varunn)
Session type: Discussion
Session type: Full talk of 40 mins
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A.I Insights for SalesJagadeesh Rajarajan (@datascienceninja)
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Data enabled Journey to elevate Developer ExperienceParitosh Umesan (@paritoshumesan)
Session type: Short talk of 20 mins
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Designing a Data Pipeline at ScaleSarthak Dev (@sarthakdev)
Session type: Full talk of 40 mins
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Fuzzy Deduplication of records at scaleSuvrat Hiran (@suvrathiran)
Session type: Lecture
Session type: Short talk of 20 mins
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Maintaining Data Pipelines' Sanity at Scale : How Validations and Metric Visualization came to our rescue!Akash Khandelwal (@akash099)
Session type: Lecture
Session type: Full talk of 40 mins
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Data Science Best Practices for R and PythonPushker Ravindra (@rpushker)
Session type: Workshop
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The Artificial Intelligence Ecosystem driven by Data Science CommunityJoy Mustafi (@joymust)
Session type: Full talk of 40 mins
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Data-Driven Sourcing of Candidates for RecruitmentDevashish Sood (@devssh)
Session type: Full talk of 40 mins
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Model interpretabilityNamrata Hanspal (@namrata4)
Session type: Short talk of 20 mins
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The art of abstraction to handle database and storage system chaosAshish Tadose (@ashishtadose)
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Kubeflow: ML on KubernetesKrishna Durai (@krishnadurai)
Session type: Full talk of 40 mins
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Let's dope it: Interoperable ML via Deep LearningSoma Dhavala (@dhavala)
Session type: Full talk of 40 mins
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Building Enterprise grade ML Apps : Tools and ArchitecturesSoma Dhavala (@soma)
Session type: Full talk of 40 mins
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Alerting @ AppDynamics: Simplifying User Experience for Data Intensive ApplicationsSaarthak Puri (@saarp)
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Optimisation using JuliaGinette V (@ginettev)
Session type: Lecture
Session type: Short talk of 20 mins
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Machine Learning Model Management with MLflowRavi Ranjan (@raviranjan03)
Session type: BOF session of 1 hour
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Spark on KubernetesShrashti Gupta (@shrashtigupta90)
Session type: Full talk of 40 mins
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The last mile problem in MLKrishna Sangeeth KS (@hal9001)
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Anatomy of a Reseller Bot - detecting and protecting customer experience at the scale of an eCommerce Flash saleRegunath Balasubramanian (@regunathb)
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Running ML Workflows using Airflow @ WalmartSachin Parmar (@sachinparmar)
Session type: Full talk of 40 mins
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Schema Registry and the nitty gritty details of schema formatsShivji Kumar Jha (@shiv4289)
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Metadata Catalogue - Making sense of all your data, whether stream or store, the self serve wayShivji Kumar Jha (@shiv4289)
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Managing Infrastructure for Machine Learning Platform at Walmart scale - Using Kubernetes as the backboneRavishankar Suribabu (@ravishankarks)
Session type: Full talk of 40 mins
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Why we went ahead with Apache Pulsar(streaming platform 2.0 ) instead of Apache KafkaYuvaraj Loganathan (@skyrocknroll)
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Exploring the un-conventional: End to End learning architectures for automatic speech recognitionVikram Vij (@vikramvij)
Session type: Lecture
Session type: Full talk of 40 mins
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The Art of Applying Data ScienceVinodh Kumar R (@vinodhkumarr)
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AI Understand HumanGopal Sakarkar (@gopalsakarkar)
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A Journey of Building Dream11's Data PlatformPradip Thoke (@thokepradip)
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Data Quality Management @Walmart Data LakeRavi Ramchandran (@rramchan)
Session type: Full talk of 40 mins
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Building a personalized learning system using a concept graph, and latest research in cognitive scienceNilesh Trivedi (@nileshtr)
Session type: Tutorial
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The Deep Learning Showdown: How to pick the right tool for the job?Aiko Klostermann (@aikoklostermann)
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Using ML for Personalizing Food Search at Go-jekMaulik Soneji (@mauliks)
Session type: Full talk of 40 mins
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Machine Learning in Production : Fundamentals and Updateskrupal Modi (@superkrups)
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The power of saying "I don't know"Andrew Murphy (@andrewmurphy)
Session type: Short talk of 20 mins
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Communicating anything to anyone. How to communicate effectively and efficientlyAndrew Murphy (@andrewmurphy)
Session type: Workshop
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Human Centered Leadership - Emotional Intelligence for the Technical MindAndrew Murphy (@andrewmurphy)
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TuneIn: How to get your jobs tuned while sleepingManoj Kumar (@mkumar1984)
Session type: Full talk of 40 mins
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Harnessing implementation Patterns in Data ScienceJaskaran Singh
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Route risks using driving data on road segmentsJayanta Pal (@jayantapal)
Technical level: Intermediate
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