Sarthak is an accomplished Senior Data Scientist with deep expertise in machine learning, natural language processing, and large-scale data analysis. He has a proven track record of developing innovative models that drive significant business impact. Sarthak excels in leveraging advanced algorithms and cloud technologies to create scalable solutions that solve complex real-world problems. His strong programming skills in Python and experience with deep learning frameworks enable him to implement cutting-edge technologies effectively. A collaborative team player, Sarthak is known for his ability to work seamlessly across multidisciplinary teams, driving projects from concept to successful deployment.Data StructuresAlgorithmsData ScienceNatural Language ProcessingFull Stack DeveloperThese are some of the core fields that I have experience in and worked on in my career. Have Hands on Experience On:Data Cleaning, Feature Engineering, Modelling, Parameters Tuning, Ensembling, Data Processing, PCA, building predictive classification models using LR, SVM, RandomForest, XGBoost, LightGBM and libraries like scikit-learn, numpy, pandas,matplotlib, Bert, Keras
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Lead Data ScientistZeptoBengaluru, Ka, In
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Senior Data ScientistGoto Group Jul 2022 - Present -
Data ScientistS&P Global Aug 2020 - Jul 2022IndiaReduced operational cost by 60%($3.6Mannually) by delivering a scalable Document Alplatform to extract insights from documentsScaled Document Al platform to 15M Pagesannually by implementing microservices in AWSCloud(APIGateway, Lambda, SQS, SageMaker)Optimized document insights generation timefrom 1 hour to 10 minutes by delivering 20+models with 90+% accuracy leveraging Deepneural networks(LayoutlM, Azure Forms &BERT) -
Data ScientistTelus International May 2019 - Aug 2020Working as a Data Scientist, I have been working in the Telecom domain using my Data Analysis and Model building approaches to build business value for the client. Some of the tasks undertaken:- Reduced call rerouting by 40% by Predicting the final waiting queue that a customer call should be routed to, based on historical customer, call and customer's products features. This helped bringing down cost per call(each routing costed $5), cases of customer abandoning the calls due to a drastic reduction of customer waiting time by over ~60%.- Succeeded in saving a week of man hours and efforts for the client on a regular basis by Predicting the types and levels of training required for customer care representatives based on the reviews submitted by the customers being handled by these representatives. - Built an in-house Abuse Detection and Sarcasm Detection model to filter out abusive or insulting comments along with detecting the sarcasm. This is being used alongside our in-house chat-bot for emotion detection from the chat and thus enhancing query resolution. -
Technical AssociatePolicybazaar.Com Jul 2018 - May 2019Gurgaon, Haryana, India- Involved in the overall project development cycle from the requirements gathering phase to the deployment phase.- Full stack development and handling of Dubai journeys for different insurance segments, using React.js and Redux for frontend and Node.js and Django for Backend with MongoDB and MySQL as Data stores. - Integration of third party Apis and internal Payment apis with our product.- Reduced business team's efforts and man hours taken to generate reports on a daily basis by building python scripts to automate the tasks and report generations. -
Software Engineer - 2Operasolutions Apr 2018 - Jun 2018Noida Area, IndiaWorking as a part of HealthCare Team handling 9 clients,- Improved MySQL and python processes to bring a major reduction in end to end process.- Automated the whole process for all clients to check and run continuous builds for python using Jenkins.- Shell utility to create Disk Usage Monitor Utility to send high importance mail whenever the disk usage exceeds a certain threshold.This mail will also contain the data related to the users and tables which are taking up the maximum space.- Profiled the critical jobs so as to send mail, if there is any delay in daily execution of the process as compared to the other processes.- Implementation of batch scoring process for clients, thus generating value for the client so as to release accounts earlier to use auditor's time effectively.- Worked on a module so as to make on the go changes to config file.- Worked on creation and upgradation of reports which were useful for the visualization and understanding of the data.- Worked on Opera's proprietary platform Signal Hub -
Software EngineerOperasolutions Jun 2016 - Mar 2018Noida Area, India
Sarthak Agarwal Skills
Sarthak Agarwal Education Details
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Computer Science
Frequently Asked Questions about Sarthak Agarwal
What company does Sarthak Agarwal work for?
Sarthak Agarwal works for Zepto
What is Sarthak Agarwal's role at the current company?
Sarthak Agarwal's current role is Lead Data Scientist.
What schools did Sarthak Agarwal attend?
Sarthak Agarwal attended Guru Gobind Singh Indraprastha University, Delhi Public School, Dwarka.
What skills is Sarthak Agarwal known for?
Sarthak Agarwal has skills like Python, C++, Django, Microsoft Office, C, Html, React.js, Web Development, Web Applications, Front End Development, Mysql, Jenkins.
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Sarthak Agarwal
Noida -
Sarthak Agarwal
Brand Partneship & B2B Head | Mba In Marketing | Ex-Times Of India | Ex - Magic Bricks | Ex-Kalpataru | Ex- Big Bazaar | Project Manager | Content Manager | Social Media Manager | Marketing StrategistSurat -
sarthak agarwal
Bareilly -
Sarthak Agarwal
Senior @ Iitk | Former Deep Learning Intern @ Bosch Global Software TechnologiesKanpur
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