Ravi H

Product Engineer

Bengaluru, Karnataka, India12 yrs 2 mos experience
Most Likely To SwitchAI ML Practitioner

Key Highlights

  • Expert in end-to-end data product development.
  • Proficient in real-time data processing and analytics.
  • Strong background in big data technologies and frameworks.
Stackforce AI infers this person is a Big Data Engineer with expertise in Data Science and Analytics.

Contact

Skills

Core Skills

Big Data AnalyticsData EngineeringReal Time Data ProcessingData ScienceBig Data EngineeringBackend DevelopmentMachine LearningData Pipeline DevelopmentSoftware Development

Other Skills

AWS AthenaAirflowApache KafkaArtificial IntelligenceAutomobileCaffe2CassandraDatabricksDeep LearningDigital Marketing & AdvertisingDockerDruidE-CommerceExtract, Transform, Load (ETL)FastAPI

About

I am AI enthusiast, without limitations doing various experiments and applications using Tensorflow and deep learning Technics. At present, I am involving in end to end design, development and implementation of data-driven products and complex distributed data processing platforms in both cloud and on-premises facilities. My functional domain experiences are in Product Development, Digital Marketing & Advertising, E-Commerce, Advertising, Automobile, Mobile and Integrations.

Experience

12 yrs 2 mos
Total Experience
1 yr 7 mos
Average Tenure
2 yrs 4 mos
Current Experience

Not yet decide

Product Development Engineer

Jan 2024Present · 2 yrs 4 mos · Bangalore Urban, Karnataka, India

  • Working on BI tool which consumes streaming and various batch process data.
  • Worked on Web Designing and Development for product which is related to Location tech.
  • Working on various data pipelines using spark, airflow, hive, kubernates, databricks, scala, java, python.
  • Design and Develop Broker-less Architecture and Deliver project on given time line
SparkAirflowHiveKubernetesDatabricksScala+4

Altimetrik

Staff Engineer - Data Engineering and Analytics

Jul 2021Nov 2023 · 2 yrs 4 mos · Bengaluru, Karnataka, India

  • Clients: Citi Bank, Airbnb
  • Real Time Data processing (Including Image data) using Kafka
  • Data Injestion into Cloud MongoDB
  • Analysing Data using Spark
  • Image to Text conversiong using OCR technologies and openCV
  • And used Rest Frameworks(Spring Boot and FastAPI) for backend Tech
Optical Character Recognition (OCR)FastAPIMongoDBApache KafkaBig Data AnalyticsSpring Framework+2

Encora inc.

Sr Software Engineer in Bigdata and Data Science

May 2019Jun 2021 · 2 yrs 1 mo · Greater Bengaluru Area

  • I was part of Movoto Data Analytics Team.
  • Handling USA Real estate public records data, it changes monthly so we process each month to update and refresh.
  • Creating Point of interests for particular properties using both batch and realtime process.
  • Working on various complex geo data, which are Raster, Shape, GeoJson files using Spark and postgis.
  • Created Real estate listing metrics which is used to create geo related metrics on Movoto website.
  • Handling Movoto Site SEO Ranking data from getstats.
  • Processed NGINX and Cloudfront logs in Athena
  • Technologies : Spark, GeoTrellis, GeoSpark, PostGis, AWS Athena, Hadoop, Luigi, Airflow, Kubernetes, Docker, Python, Java and Scala
SparkGeoTrellisGeoSparkPostGisAWS AthenaHadoop+9

Bdiplus

Senior Bigdata Engineer

Feb 2018Oct 2018 · 8 mos · Bengaluru, Karnataka, India

  • Worked on Identityplus product.
  • It’s a Customer network-based product.
  • Creating Customers Network, based on various parameters and find relations between customers.
  • Worked backend services for IdentityPlus product using Spring REST API.
  • And also worked as Team of Afficency Product, which is online insurance Products.
  • Handled Various complex REST APIs and Spring Rest token management.
  • Major Frameworks and tools : Hadoop, Spark, Spark Graphx, Spring MVC, Scala, Java and Gradle.
HadoopSparkSpark GraphxSpring MVCScalaJava+3

Quantfarm pvt. ltd.

Senior Software Engineer in Bigdata and Data Sceince

May 2017Jan 2018 · 8 mos

  • Handled Ad clicks log data from various sources with stable data pipeline.
  • Cleaning log data, Druid automated data injestion, Spark ETL for data process into 40 nodes Sonobi Hadoop Cluster.
  • All these workflows execution by Airflow, which is responsable for executing hourly, daily, weekly and monthly tasks.
  • Worked on one of the Stable Data Pipeline.
  • Worked on creating metadata for various data saving in HDFS.
  • Major Frameworks and tools are Hadoop, Spark, Airflow, Druid, Python.
  • Client: Sonobi Inc.
  • Poc Project for Insurance Claims Fradualent :
  • Worked on all phases like pre-model building, model building and productionization of model phases.
  • In pre-model building phase, we worked on data preparation and also done exploratory data analysis using clustering.
  • This POC Project was done for Insurance Company.
  • Major Frameworks and tools are Hadoop, Spark, Flask, pyspark, Pandas, and Python.
HadoopSparkAirflowDruidPythonBig Data Engineering+1

Sonobi

Offshore Senior Engineer

May 2017Jan 2018 · 8 mos · Pune/Pimpri-Chinchwad Area

  • Working as a Senior Engineer for Sonobi Data Engineering offshore team at QuantFarm.
  • Responsible for end-to-end development of Big Data Platform, data pipeline etc.
  • Major Frameworks and tools: Hadoop, Spark, Airflow, Druid, Python.
HadoopSparkAirflowDruidPythonBig Data Engineering+1

Nineleaps

Software Engineer in Bigdata

Oct 2014Apr 2017 · 2 yrs 6 mos · Bengaluru, Karnataka, India

  • Hands on experience in working with EMR Sprak, Druid and Hadoop clusters.
  • Created and Managed multiple sub-projects using Gradle.
  • And responsible for project end-to-end development.
  • Worked for one of international Client.
  • And Major Tools are Spark, Sparkline, Hadoop, Druid, Hive, Scala, Java, Gradle
  • Experience in working with tuning Machine Learning Algorithms (Sessional Algorithms) using Spark.
  • Worked for one of world large retails company.
  • And Major Tools are Spark, Hadoop, Python etc.
  • Worked on Dropwizard with CouchBase.
  • Worked for one of world large retails company.
  • Major Tools are Dropwizard, CouchBase, JAVA etc.
  • Hands on experience on Spring RestFul Framework.
  • And also worked on Spring session Management.
  • Worked for various clients using these technologies.
  • Major Tools are Spring MVC, Java, MySql, PostgreSQL, JSP etc.
  • Hands on experience on Play Framework.
  • Worked on fetching and managing data from QuickBooks, Stripe, and Braintree.
  • Enables users to analyze spends across payment networks. Forecasting users LTV, and Churn rates.
  • Major tools are Play Framework, Java, Scala, PostgreSQL etc.
  • Hands on experience on Web-scraping.
  • Integrations with various advertising networks – API / REST based.
  • Scrapers to get spend from networks.
  • Major Tools are Spring MVC, Java and integrations with various networks.
  • Software : Trello,JIRA,Github,Maven,Gradle,SBT, Confluence
  • Methodologies : Agile, Scrum, TDD, DevOps
  • IDE : Intellij, Eclipse, Jupyter Notebook, Netbeans
SparkDruidHadoopAirflowPythonBig Data Engineering

Unbounded ideas

Developer

Feb 2013Sep 2014 · 1 yr 7 mos

  • Fetching and analysis of Twitter Data using core JAVA and Twitter4j package.
  • The application extract tweets from the followers of a particular brand and Saving data in NoSql
  • Databases.
  • Hands on experienced on design and develop PHP Web projects.
  • Worked on product design and development of the Enterprise Resource Planning Tool.
  • Primary business goal is developing and maintaining ERP product tools for mid and small level companies.
  • And also worked on Web and Desktop based ERP projects.
SparkHadoopDruidHiveScalaJava+3

Education

Indian Institute of Technology, Roorkee

B.Tech — Biotechnology

Jan 2007Jan 2011

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