- Leading the AI/Gen-AI Engineering, Product Management, Technology Research & Customer Success for Sparkflows. Thought-leadership on DSML Platform and Augmented Analytics. - Responsible for driving Product Roadmap, R&D, Customer Success and Business Growth across major Verticals (Retail, CPG, Telco, Hospitality, Healthcare).- Driving strategic and technical partnership with AWS, Google, Databricks and HPE.- Responsible for launching 50+ Self-Service AI / GenAI Business Solutions.Visit https://www.sparkflows.io/ to experience the game changing world of ML automations.

- Leading AI-driven Transformative Innovation for the largest Healthcare and Pharmacy Service Provider.- Founding Architect and ML Engineer of Data Science Optimization Platform on GCP with MLOps- Fostering Business Growth through Multi-disciplinary initiatives like developing Enterprise Medical Insights Discovery Service through Advanced NLP (EHR, EMR Notes, IVR Transcripts, Claims and Provider data) - Leading Healthcare Graph initiative- Building fully integrated Orchestrated ML Workflow and ML Ops Solution by leveraging Vertex AI.- Driving Embedding Generation and Sentiment Analysis for petabytes of Automatic Speech Recognition records.

Board Member | Driving Strategic Initiatives for EdTech | Mission - provide affordable education for students and create a global talent pool

Thought Leadership, Technical Instructor and Mentoring on Machine Learning

Identify opportunities and productize Growth Marketing ideas by leveraging ensemble of retail signals like Search Keyword metrics, Consumer Intents, Customer preferences, User engagement data and Crawling / Indexing patterns (Google, Bing, Yahoo)Responsible for creating a platform to generate 1 billion contextual recommendations for hundreds of millions of product pages. Skilled at Automated Content Recommender and Seasonal Product Topic Discovery. Winner of Above & Beyond Award.Making direct impact on business by improving customer traffic and revenue.

Active volunteer AIFormankind.org Join #AI-For-Mankind and Save the World with your Data Science SkillJoin Project COVITA and generate insights on Covid19.Open source contributions:https://github.com/kaniska/skylab-wildfiredetection/blob/master/README.mdhttps://github.com/kaniska/covid-19-hackathonhttps://github.com/hacking-for-humanity/COVITAhttps://github.com/kaniska/spark-nlp-workshop/tree/patch-1https://github.com/kaniska/spark-nlp-workshop/tree/patch-2Articles:https://www.researchgate.net/publication/344263595_Hacking_for_Humanity_-Wildfire_Detection_using_Deep_Learninghttps://www.researchgate.net/publication/344263264_Image_Classification_and_Object_Detection_Techniques_-_basic_concepts_and_recent_advancementshttps://github.com/kaniska/covid-19-hackathon/wiki/Hackathon---Covid19-social-data-miningMachine Learning Series

Led the efforts for adopting latest AWS IOT , Datalake, Machine Learning and Big data processing architecture to develop a comprehensive Smart City Platform.Americans spend over eight billion hours a year stuck in traffic, and a car that idles an hour per day emits 10 pounds of carbon dioxide in a week. Emergency cars fail to find optimized path in timely manner. Cars and pedestrians fail to prevent accidents due to lack of real-time traffic decisions. Worked on designing critical solutions for smart-city groundwork with Intelligent Traffic Management , Predictive Parking , Optimized Routes and Pedestrian Safety solutions, which help move people and vehicles more safely and efficiently.

Founding Engineer of Where 2.0 - Real-Time-Location-Tracking-System (Industry's first Smart-sensor based RTLS) ~ https://enlighted.estoreco.com/files/ELCS-WSS-SS.pdfBuilt a team and product on cloud-based data streaming, analytics platform using complex JNI-C low latency algorithms , fast ad-hoc data insights with machine learning for location tracking, saving ambient lighting, heat maps, asset detection (proximity, rssi) , asset location, indoor mapping. Responsible for product roll-out in large HealthCare clients to improve QOS leading to successful acquisition of the company. Developed a High performance Daylight Savings Rule Engine which is helping clients to save energy.Enlighted is the leader in 'Industrial Smart IoT' , offering most advanced digital sensor technology and analytics platform to Fortune 500 companies around the globe. Cloud based IoT application analytics platform offers most accurate data ranging from Energy Savings, Indoor location mapping, Real Estate analysis, Asset Tracking, HVAC controls and Security services.

Co-Founder ~ MediScene and MedBots (Drugs NLP Search, Recommendation, Patient Symptom Analysis, FHIR , UMIA - Medical Text Annotation, Drugs Ad marketing)Ideation , VC Pitch , Mentoring

Founding Engineer of Tesseract. Designed and developed first version of Unified Network Telemetry Analytics Platform (incubated by Cisco) & Insights GraphExperience DNA - http://blogs.cisco.com/news/cisco-digital-network-architecture-dnaEarly adopter of Apache Beam (Google Data Flow) for ingestion, normalization and correlation , Complex Transformations of all different Networking Protocols, Apache Flink for fast multi-tenanted real-time data collection from Kafka streams. Data modeling in Titan, Cassandra, MongoDB, Elastic Search. DSL query. Real-time Anomaly detection.API and Search Query to showcase network relationship (user,device,applications) and aggregated statistical metrics.Exploratory Data Analysis using R, ML libraries.Device Diagnostics Predictive Model using scikit.

Built NexGen Cloud Platform Data Pipeline Tools / Analytics Services using Elastic Search, Spark, Cassandra, Mongo, Couchbase, Kafka, Hapi, Angular, Node.js , Kibana, PythonConceptualized, Productized, Evangelized - ~ Data-driven WorkFlow Orchestrator , Real-time Policy Enforcer, Knowledge-based Analyze-Notify-Monitor-Feedback System (Actionable Analytics) , Anomaly Detection, API layers for Complex Query Abstraction.

Patents:> CLOUD-BASED STREAMING DATA RECEIVER AND PERSISTER WITH CONTEXT INJECTION PROTOCOL> DATA CONSISTENCY AND ROLLBACK FOR CLOUD ANALYTICS WITH REPLAYABLE AUTO-RESTARTABLE TIME MACHINE------------------------------------------------------------------Predictive Analytics and Big Data Search Tool (http://software.dell.com/video/introduction-to-kitenga-analytics-suite-20872744/)------------------------------------------------------------------Setup Hadoop Clusters on RAC and VMs.Design and develop Bigdata Pipelines using Pig,Hive, PythonDesign and develop data-mining usecases with social and internal crawlers for named entity categorization.Create modular ML workflows to abstract ML functions like clustering / SNA / entity extraction / prediction / optimization / user-defined MR programs etc. using Mahout / Weka / Gate ; index results , search categories using Solr , expose final outcome through D3 and other visual widgets.SaaS Analytics -- 'Dell Cloud Business Applications' (http://www.dell.com/learn/us/en/555/shared-content~solutions~en/documents~cloud-business-applications.pdf)----------------------------------------------Whatever it takes to build a Multi-Tenant Secure Cloud-based SaaS Analytics Product !Designed and developed Contextual streaming data integration, re-playable recoverable restartable data flow, predefined/ad-hoc ETL, arbitrary data exploration and fast ad hoc analytic !Extensive performance optimization by thread and heap analysis and hadoop tuning.Involved in creating a start up environment from scratch (LAMJ Stack, Marketing Site , Traffic Monitor, Log Analysis, Load Balance, App Integration, Data Warehousing)Large scale data ingestion with massive performance improvement in various layers.Iterative enhancements for ad-hoc big data analytics RDBMS to ColumnFamily (HBase) and finally In-memory columnar analysis using Spark.

Conceptualized and built proactive Error-Detection, Auto-Recovery, Diagnostics (Kernel Layer) and API Performance Analysis Tools from ground-up (eBay Doctor) to speed up API Development and detect Site Performance issues.Created Ebay Site Analytics API leveraging MicroStrategy and Hadoop.

Lead developer - TIBCO SOA Studio - http://media.tibco.com/flash/soa/tibco_soa_preso.htmlThis is a Ground-breaking Tool that simplifies Enterprise Software Integration just by abstracting out all intricate system implementation though wiring services and any enterprise components (java/ruby/.net apps, bpm, rules, mediation etc.).A concrete implementation of Service Component Architecture (SCA) which finally ushers in a new era of system integration by blending SOA and ESB.

Played instrumental role in creating the mashup language editor , mashup service explorer and web-based Debugger with significant improvement in performance.JackBe Mashup Studio : http://mdc.jackbe.com/prestodocs/v3.2/mashup-studio/emml-editor.htmlJackBe is leader in building Enterprise Mashup.

Conceptualized, designed and developed Business Object Modeler tool for Tibco Rulels Engine and succefully integrated with Tibco BPM.BOM : http://media.tibco.com/video/tibco_010510/bom/index.htmlRapid-fire solution (Gwt-Cxf-Jms-Spring) for a startup Stagirus : (http://www.stagirus.com/what_s2/s2_overview.html).This involved implementing Automation Tool for Field Technicians in HealthCare, Oil-Gas and other Critical sectors in order to manage hazardous jobs through Rich UI in handheld devices.

Co-designed and Co-developed Progress 4GL Language Editor and OpenEdge SQL Authoring Tool.OpenEdge Tool : http://www.progress.com/progress_software/products/develop/docs/openedge_architect_101c.pdf Co-designed and Co-developed the advanced language editor, uml modeler, state machine diagram tools for Tibco Complex Events Processing Engine.MDD Tool : http://musings-on-technology.blogspot.com/2008/06/graphical-model-transformation.htmlPresented talks at Eclipse-JAX seminar on advanced cross-platform diagram persistence for heterogeneous model.

Complete ownership (design and development) Selection Set Builder - Oracle Application Lifecycle Management ProductiSetup - http://www.oracle.com/technetwork/testcontent/s281655-roopesh-nair-128545.pdf

Rapid Implementation of various mission-critical Healthcare modules for Centocore Johnson-n-Johnson RnD Units (1) Clinical Supplies Forecasting, (2) Drugs Inventory, (3) Security (Puma), (4) Analytics Portal.Comprehensive Business Process Reengineering to develop Automated Workflows. Designed and developed the 'Transport Module' and 'State Revenue Module' of EGovernance System for Indian State Governments (CMC Limited)CHOiCE : http://www.choice.gov.in