Aditya R
Focused on Scalable Software Engineering (Algorithms & Systems). Excellent problem solver and strong track record of delivering high-grade production engineering solutions.
Aditya R. is a dynamic and self-motivated engineering professional with a strong focus on scalable software engineering, algorithms, and systems. With over 3 years of relevant experience, Aditya is an excellent problem solver with a proven track record of delivering high-grade production e
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4.9
Years of Experience
Education
university of massachusetts, heritage institute of technology, bharatiya vidya bhavans
Companies
cgg, ebay, electrolux, the economist, exadatum software services, webtek labs pvt. ltd., inovas tech, ardent computech pvt. ltd., zhejiang university
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Email (Verified)
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Mobile Number
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Github
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Experience
2023 - Present
cgg
Senior Software Engineer
Leading development of massively scalable ~80 petabyte-scale global data platform for real-time high performance computing in a team of specialized scientists and engineers.
2021 - 2023
ebay
Lead Data Science Engineer
Focus Area: Real-Time Pricing & ML Online
2018 - 2018
electrolux
Data Science Engineer
1. 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).
2017 - 2017
the economist
Graduate Software Engineer
1. 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.
2016 - 2017
exadatum software services
Big Data Engineer
Engaged 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.
2015 - 2015
webtek labs pvt. ltd.
Full-stack Engineer Intern
Independently 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
2014 - 2014
inovas tech
Web Developer Search Engine Optimization
SEO Developer for Marketing Analytics company. Stack - A/B Testing, SEO, SEM, Analytics [Web/Mobile], Ad Platform Management, [Facebook Ad Manager, Google Analytics & Google Adwords].
2014 - 2014
ardent computech pvt. ltd.
Full-stack Developer
Full-stack android and web app engineering. Stack - LAMP, CodeIgniter, AJAX, Javascript, AngularJS, NodeJS, Google Analytics & AdWords, Facebook Ad Manager, Kotlin, Swift, and Java.
2013 - 2013
zhejiang university
Information Technology Intern
Predictive Analytics & Statistical Modelling based solutions with R, SAS, Tableau, Hive, Teradata.
Experience
156 Skills
Agile Methodologies
Agile Methodologies
agile methodologies
Algorithms
Amazon Web Services (AWS)
Amazon Web Services (AWS)
Amazon Web Services (AWS)
analytics
Android
apache
Apache Airflow
Apache Camel
Apache Kafka
Apache Kafka
Apache Spark
Apache Spark
Apache Spark Streaming
Apache Spark Streaming
Apache Spark Streaming
Application Programming Interfaces (API)
architecture
Artificial Intelligence (AI)
Artificial Intelligence (AI)
Artificial Intelligence (AI)
Automation
AWS Lambda
Bash
Bash
Bash
Big Data
Big Data
Big Data
Big Data Analytics
C++
Cassandra
Cassandra
Cassandra
Communication
Computer Vision
Convolutional Neural Networks (CNN)
Data Engineering
Data Engineering
Data Engineering
Data Science
Data Science
Data Science
Data Scientist
Deep Learning
Deep Learning
Design
DevOps
DevOps
DevOps
Distributed Systems
Distributed Systems
Distributed Systems
Docker
Docker
Docker
Elastic Stack (ELK)
Elastic Stack (ELK)
Elastic Stack (ELK)
Extract, Transform, Load (ETL)
Extract, Transform, Load (ETL)
Git
Git
Git
Go (Programming Language)
Go (Programming Language)
Golang
Google Analytics
Google Cloud Platform (GCP)
Google Cloud Platform (GCP)
Graph Databases
Hadoop
HBase
HTML
Inventory Management
Java
Java
Java
JSON
Kafka
Kubernetes
Kubernetes
Kubernetes
Machine Learning
Machine Learning
Machine Learning (ML)
Maven
Maven
Maven
Microsoft Azure
Microsoft Excel
MongoDB
MongoDB
MongoDB
MySQL
Natural Language Processing (NLP)
Natural Language Processing (NLP)
Neural Networks
NoSQL
NoSQL
NoSQL
Object-Oriented Programming (OOP)
Object-Oriented Programming (OOP)
Object-Oriented Programming (OOP)
open source
optimization
PostgreSQL
PostgreSQL
PostgreSQL
Predictive Analytics
Predictive Analytics
Project Management
Python
Python (Programming Language)
Python (Programming Language)
PyTorch
QlikView
Recurrent Neural Networks (RNN)
Representational State Transfer (REST)
Research
Research and Development (R&D)
Research Scientist
REST
REST API
REST API
REST API
RNN
Sales
Scala
Scala
Scala
security
Software Development
Software Development
Software Engineer
Software Engineering
SQL
SQL
SQL
Statistical Modeling
Statistical Modeling
statistical modeling
System Design
System Design
System Design
Tableau
Tableau
Tableau
TensorFlow
Vision
Web
Web Services
XML
Education
2019 - 2021
university of massachusetts
Master of Science - MS
Computer Science
2012 - 2016
heritage institute of technology
Bachelor of Technology - BTech
Electrical, Electronics and Communications Engineering
2010 - 2012
bharatiya vidya bhavans
High School/Secondary Diplomas and Certificates
