Aditya R. Email and Phone Number
Major Focus: Data Engineering (Algorithms & Systems), Machine Learning, Computer Vision, NLPRelated Focus: Distributed Systems, Scalable System Design, Software Engineering (Backend), Databases (SQL, NoSQL), Graph Algorithms & Databases, Approximate Algorithms, Information-Retrieval, AI Fairness.Mini Focus: DevOps, Cloud, Optimization, Visualization, Management (Organizational, Project, Leadership)Dynamic, independent, self-motivated, adaptable, and transformational engineering professional with demonstrated skills in building high-quality Artificial Intelligence, Data Sciences, and Analytics products and solutions. Extensive industrial experiences in engineering scalable Machine & Deep Learning, Natural Language Processing, and Computer Vision-based products and solutions. Advanced exposure in software and cloud engineering. Expert in unveiling deep insights from messy, complicated data and in building sophisticated data engineering pipelines supporting end-to-end automation, self-serve analytics. Highly skilled in project management, communication, pair-programming, and in working with distributed cross-functional teams. A demonstrated track record of surpassing challenging expectations and orchestrating professionalism of the highest quality makes me a competitive applicant fit for a suitable role in engineering teams. My research interests are in engineering advanced intelligent solutions (using Machine/Deep Learning, Natural Language Processing, Computer Vision, and Reinforcement Learning) geared towards large-scale adoption and usage. Besides, I have serious proficiency in Optimization Programming, Predictive and Prescriptive Analytics, and Security Engineering.*Mission statements*:o Move things at light speed in organizations when things sometimes move at a snail's pace.o Working with totally abstract ideas and shaping them into reality.o Drive crisp, clear, and candid communication at all times.o Fail, but fail fast. Never hesitate to accept failures and learn to correct shortcomings.o Build deep expertise in the industry, organization, and people. Open Source Contribution: Apache Mahout | MLFlow | Delta Lake | Apache Camel | Apache Dubbo
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Senior Software EngineerCgg Feb 2023 - PresentMassy , Ile-De-France, FrLeading development of massively scalable ~80 petabyte-scale global data platform for real-time high performance computing in a team of specialized scientists and engineers.
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Lead Data Science EngineerEbay Feb 2021 - Feb 2023San Jose, Ca, UsFocus Area: Real-Time Pricing & ML Online -
Data Science EngineerElectrolux Feb 2018 - Dec 2018Stockholm, Se1. Engaged in engineering, architecture formation/enrichment of hybrid (cloud, on-premises) Data Science (DS) solutions (in Predictive Analytics, Neural Networks, NLP, Self-serve analytics) over robust data-engineering pipelines. Production experience of owning end-to-end DS deliveries as a full-stack Data Scientist. Active contributor in the unit's architecture developmental efforts in hybrid data engineering and DevOps stack and related software engineering stacks. Actively supported in-production, pre-production of three critical engineering solutions.2. Actively collaborated, drove business-requirement gathering, modeling, use-case formation/enrichment efforts across geographies and business verticals. Entrusted to lead teams of 3, 4 engineers respectively in two critical product deliveries (alongside sales team). 3. Architected, Implemented end-to-end time-series based real-time anomaly segmentation and detection algorithm (used CNN, RNN, LSTM, and Transfer Learning over PyTorch) with complete ownership over data pipeline, automation stack (stand-alone, library, REST), AI algorithms, and visualization dashboards in PowerBI, Qlik. 4. Contributed to the architecture, engineering of data-lake based inventory management solutions and independently engineered several KPIs (Key Process Indicators), data engineering pipelines, and end-to-end self-serve based analytical dashboards. 5. Co-Architected, Implemented real-time based NLP dashboarding solutions with end-to-end ownership of data engineering, data sciences algorithms, dashboards (over Qlik, Tableau). Independently identified, piloted, and delivered the production-grade implementation of the state-of-the-art VADER algorithm and aspect-level sentiment modeling with Multi-Attention Network (MAN). -
Graduate Software EngineerThe Economist Jul 2017 - Dec 2017London, London, Gb1. Actively contributed to the architecture formation, enhancement, and engineering implementation of sophisticated NLP algorithms for smart-home products and automated scheduling, delivery utility with ownership over end-to-end full-stack Data Science delivery (Data Engineering pipelines, Software Engineering) and cloud-architectures (including, DevOps, Networking, Security).2. Actively consulted as a subject-matter expert in topics including big-data analytics, privacy, governance, and cloud-engineering with multiple business verticals across Europe, Americas. Assisted in architecture formation and characteristics study for new-products or in-development utilities. 3. Independently architected, implemented an NLP-based summarization algorithm (abstract and extractive) for text, audio data, and instance, semantic segmentation based auto-tagging utility for video contents. 4. Assumed solution ownership for the developed solutions and actively contributed in presentation, use-case modeling over the engineered solutions across business verticals. -
Big Data EngineerExadatum Software Services Pvt. Ltd. Jul 2016 - Jun 2017Pune, Maharashtra, InEngaged in architecture and commercialization of complex data engineering streaming and batch big data solutions over the cloud.Lead a team of data engineers and stewards in commercializing complex streaming and real-time migration solutions.Besides, lead/engaged in piloting of ML, CV, NN, and NLP based experimental features or solutions.Facilitated stakeholders management, business pitch, and project management in critical, intensive projects.Recognized as a star contributor to company's open source tools and plugins for self-service analytics and visualization.Majorly used tools and technologies: End-to-end Data Engineering, DevOps stack (Open Source, Google Cloud & AWS), IBM Watson APIs, TensorFlow, Caffe, and full-stack Scala developer. -
Full-Stack Engineer InternWebtek Labs Pvt. Ltd. Jun 2015 - Aug 2015InIndependently implemented full stack pipeline for dynamic web pages, alongside automated ingestion, ETL pipelines for the web contents. Stack - Java EE, Spring Framework, Play, Hibernate, AJAX, jQuery, JSP, IBM DB2, AngularJS, NodeJS, and IBM Bluemix -
Web Developer Search Engine OptimizationInovas Tech Aug 2014 - Oct 2014SEO Developer for Marketing Analytics company. Stack - A/B Testing, SEO, SEM, Analytics [Web/Mobile], Ad Platform Management, [Facebook Ad Manager, Google Analytics & Google Adwords]. -
Full-Stack DeveloperArdent Computech Pvt. Ltd. Apr 2014 - Jul 2014Full-stack android and web app engineering. Stack - LAMP, CodeIgniter, AJAX, Javascript, AngularJS, NodeJS, Google Analytics & AdWords, Facebook Ad Manager, Kotlin, Swift, and Java. -
Information Technology InternZhejiang University Jun 2013 - Aug 2013杭州Hangzhou, 浙江Zhejiang, CnPredictive Analytics & Statistical Modelling based solutions with R, SAS, Tableau, Hive, Teradata.
Aditya R. Education Details
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University Of Massachusetts AmherstComputer Science -
Heritage Institute Of Technology, KolkataElectronics And Communications Engineering
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Bharatiya Vidya Bhavan'SHigh School/Secondary Diplomas And Certificates
Frequently Asked Questions about Aditya R.
What company does Aditya R. work for?
Aditya R. works for Cgg
What is Aditya R.'s role at the current company?
Aditya R.'s current role is Focused on Scalable Software Engineering (Algorithms & Systems). Excellent problem solver and strong track record of delivering high-grade production engineering solutions..
What schools did Aditya R. attend?
Aditya R. attended University Of Massachusetts Amherst, Heritage Institute Of Technology, Kolkata, Bharatiya Vidya Bhavan's.
Who are Aditya R.'s colleagues?
Aditya R.'s colleagues are Ranald Kelly, Erwan Le Clec'h, Juan Tavella, Lorenzo Veintimilla, Sophie Fargetas, Dowle Robert, Paola Fonseca.
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