Senior Machine Learning Engineer
CurrentJoined the Customer Data Platform team, AI and Data Division
Nov 2024 - Present
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Aditya Sharma Email & Phone Number
Senior MLE @ Rakuten India | Ex-Agoda
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Rakuten India
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Current company
Role
Senior MLE @ Rakuten India | Ex-Agoda
Location
Bengaluru, Karnataka, India
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Aditya Sharma is listed as Senior MLE @ Rakuten India | Ex-Agoda at Rakuten India, a with 505 employees, based in Bengaluru, Karnataka, India. AeroLeads shows a matched LinkedIn profile for Aditya Sharma.
Aditya Sharma previously worked as Senior Machine Learning Engineer at Rakuten India and Machine Learning Engineer at Agoda. Aditya Sharma holds Bachelor Of Engineering - Be, Computer Science & Engineering from Shri Vaishnav Institute Of Technology And Science, Indore.
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Profile bio
About Aditya Sharma
Machine Learning Engineer with over 6 years of experience in NLP, Computer Vision and Big Data. Proven ability to bring innovative solutions to life in the BFSI and Marketing domain, where I've harnessed deep learning for cutting-edge image recognition projects and leveraged transformers to distill actionable insights from text data. Adept at building and deploying scalable microservices and seamless end-to-end ML pipelines into production environments, enhancing system robustness and efficiency.Acclaimed communicator; conducted educational workshops on basics of Machine Learning concepts for diverse audiences.Technical Proficiencies:------------------------------๐ฃ๐ฟ๐ผ๐ด๐ฟ๐ฎ๐บ๐บ๐ถ๐ป๐ด & ๐ฆ๐ฐ๐ฟ๐ถ๐ฝ๐๐ถ๐ป๐ด -โขPython, Scala๐๐ถ๐ด ๐๐ฎ๐๐ฎ ๐ง๐ฒ๐ฐ๐ต๐ป๐ผ๐น๐ผ๐ด๐ถ๐ฒ๐ -โขHadoop, Apache Spark๐ ๐ฎ๐ฐ๐ต๐ถ๐ป๐ฒ ๐๐ฒ๐ฎ๐ฟ๐ป๐ถ๐ป๐ด ๐๐ถ๐ฏ๐ฟ๐ฎ๐ฟ๐ถ๐ฒ๐ & ๐๐ฟ๐ฎ๐บ๐ฒ๐๐ผ๐ฟ๐ธ๐ -โขTensorFlow, PyTorch, Sklearn, LightGBM, Transformers, OpenAI, HuggingFace๐๐ฒ๐ฒ๐ฝ ๐๐ฒ๐ฎ๐ฟ๐ป๐ถ๐ป๐ด ๐ฆ๐ฝ๐ฒ๐ฐ๐ถ๐ฎ๐น๐ถ๐๐ฎ๐๐ถ๐ผ๐ป๐ -โขNeural Networks (NNs), Convolutional NNs (CNNs), Recurrent NNs (RNNs), Long Short-Term Memory networks (LSTMs), Large Language Models (LLM), Mastering LLMs๐๐ฎ๐๐ฎ๐ฏ๐ฎ๐๐ฒ ๐ ๐ฎ๐ป๐ฎ๐ด๐ฒ๐บ๐ฒ๐ป๐ -โขNoSQL (AWS DynamoDB), SQL (MySQL, Impala)๐๐ฒ๐ฝ๐น๐ผ๐๐บ๐ฒ๐ป๐ & ๐ข๐ฟ๐ฐ๐ต๐ฒ๐๐๐ฟ๐ฎ๐๐ถ๐ผ๐ป -โขKubeflow, Kubernetes, Docker, AWS Cloud services, FastAPI, Hashicorp Vault๐ ๐ฒ๐๐๐ฎ๐ด๐ถ๐ป๐ด ๐ค๐๐ฒ๐๐ฒ๐ -โขRabbitMQ, Kafka๐ ๐๐ข๐ฝ๐ - โขMLflow, TensorFlow ServingConnect with my work:------------------------------GitHub: github.com/aditya1601I am actively exploring opportunities where I can contribute as a Senior Machine Learning Engineer or a Senior/Staff Software Engineer. Let's innovate and turn sophisticated data challenges into success stories!Inspirational Beacon:------------------------------"Dreams don't work unless you do." โ John C. Maxwell
Listed skills include Machine Learning, Keras, Matlab, Cloud Computing, and 22 others.
Current workplace
Aditya Sharma's current company
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Rakuten India
7 roles
Aditya Sharma work experience
A career timeline built from the work history available for this profile.
Machine Learning Engineer
โข Contributed to the internal ChatGPT slack app as well as web app. Worked on Function calling, Vector databases, RAG, OpenAI and Azure APIs.โข Worked in PPC Bidding team specialising in ML models for bidding on ads over platforms like Google, Bing, Naver and Yahooโข Led the migration of bidding strategy from tCPA to tROAS for Agoda GoogleAds structure.โข Led the development of Bing bidding pipelineโข Led the migration and refactor of code to create a common code library for all bidding spark jobsโข Developed and managed the end-to-end pipeline for bid generationโข Ran multiple A/B tests for model changes on 100% of bidding entitiesโข Upgraded regression model running in Scala to decision tree regressor models in Python
Nov 2021 - Jun 2024
Systems Engineer
โข Worked on the digital transformation of payment systems for a Banking giant in the USA.โข Built of end-to-end ML pipeline for object detection, annotation, training, classification and retraining.โข Led to ~40% time saving in payment verification.
Mar 2020 - Nov 2021
Assistant Systems Engineer
โข Developed a Generic File Header Mapping Service for an Insurance giant in the USA, to augment their data ingestion stage.โข Engineered a feedback loop for the mapping suggestion system, to correct the future mappings based on past feedback.โข Developed a header inference model which used the incoming file data to suggest missing/corrupted headers.โข Used SpaCy, NER, Fuzzy String Matching and Cosine Similarity.โข Deployed as a microservice using Docker and AWS CloudFormation.
Jul 2019 - Mar 2020
Assistant Systems Engineer - Trainee
โข Developed a Market Sentiment Analysis Dashboard, which crawled the news websites and sent alert for sudden changes in sentiments for particular stocks.โข Developed a Building Damage Reporting Chatbot using RASA in ILP.โข Developed multiple POC in NLP, Image Classification, Object Detection, HTR and OCR.
Jul 2018 - Jul 2019
Machine Learning Intern (Remote)
TCS Remote Internship Program.โข Worked with a team of 3 membersโข Integrated a document management enterprise solution with an OCR system powered by Machine Learning.
Jun 2017 - Oct 2017
Full Stack Web Developer Intern
Worked as a Full Stack Web Developer (PHP)Developed the following -โข Author's Profile Pageโข Notification systemโข Search box with suggestions
Apr 2017 - May 2017
Team & coworkers
Colleagues at Rakuten India
Other employees you can reach at rakuten.co.in. View company contacts for 505 employees →
NR
Nimitha Ragesh
Colleague at Rakuten IndiaBengaluru, Karnataka, India
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TD
Tejas D
Colleague at Rakuten IndiaBangalore Urban, Karnataka, India
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SH
Syed Himaayath
Colleague at Rakuten IndiaBengaluru, Karnataka, India
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RA
Rishabh Agarwal
Colleague at Rakuten IndiaBengaluru, Karnataka, India
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TD
Thambi Durai
Colleague at Rakuten IndiaBengaluru, Karnataka, India
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SK
Sathyan K
Colleague at Rakuten IndiaBengaluru, Karnataka, India
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NK
Nayan Kumar
Colleague at Rakuten IndiaBengaluru, Karnataka, India
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AS
Abin Sunny
Colleague at Rakuten IndiaBengaluru, Karnataka, India
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MK
Mukul Kumar
Colleague at Rakuten IndiaBengaluru, Karnataka, India
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AM
Anand M.
Colleague at Rakuten IndiaBengaluru, Karnataka, India
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Nimitha Ragesh
Colleague at Rakuten IndiaBengaluru, Karnataka, India
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TD
Tejas D
Colleague at Rakuten IndiaBangalore Urban, Karnataka, India
View →
SH
Syed Himaayath
Colleague at Rakuten IndiaBengaluru, Karnataka, India
View →
RA
Rishabh Agarwal
Colleague at Rakuten IndiaBengaluru, Karnataka, India
View →
TD
Thambi Durai
Colleague at Rakuten IndiaBengaluru, Karnataka, India
View →
SK
Sathyan K
Colleague at Rakuten IndiaBengaluru, Karnataka, India
View →
NK
Nayan Kumar
Colleague at Rakuten IndiaBengaluru, Karnataka, India
View →
AS
Abin Sunny
Colleague at Rakuten IndiaBengaluru, Karnataka, India
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MK
Mukul Kumar
Colleague at Rakuten IndiaBengaluru, Karnataka, India
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AM
Anand M.
Colleague at Rakuten IndiaBengaluru, Karnataka, India
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1 education record
Aditya Sharma education
FAQ
Frequently asked questions about Aditya Sharma
Quick answers generated from the profile data available on this page.
What company does Aditya Sharma work for?
Aditya Sharma works for Rakuten India.
What is Aditya Sharma's role at Rakuten India?
Aditya Sharma is listed as Senior MLE @ Rakuten India | Ex-Agoda at Rakuten India.
Where is Aditya Sharma based?
Aditya Sharma is based in Bengaluru, Karnataka, India while working with Rakuten India.
What companies has Aditya Sharma worked for?
Aditya Sharma has worked for Rakuten India, Agoda, Tata Consultancy Services, and Voice Verso.
Who are Aditya Sharma's colleagues at Rakuten India?
Aditya Sharma's colleagues at Rakuten India include Nimitha Ragesh, Tejas D, Syed Himaayath, Rishabh Agarwal, and Thambi Durai.
How can I contact Aditya Sharma?
You can use AeroLeads to view verified contact signals for Aditya Sharma at Rakuten India, including work email, phone, and LinkedIn data when available.
What schools did Aditya Sharma attend?
Aditya Sharma holds Bachelor Of Engineering - Be, Computer Science & Engineering from Shri Vaishnav Institute Of Technology And Science, Indore.
What skills is Aditya Sharma known for?
Aditya Sharma is listed with skills including Machine Learning, Keras, Matlab, Cloud Computing, Data Analysis, Programming, Python, and Git.
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