Swapnesh Khare

Swapnesh Khare

About

Detail

ML/Data Platform Engineering | Aplazo | Ex-CARS24, Quantiphi, PolicyBazaar | DA-IICT
Karnataka, India

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Résumé

Jobs verified_user 0% verified
  • Aplazo
    Staff ML Engineer
    Aplazo
    Sep 2025 - Current (1 year 2 months)
  • Cars
    Staff Machine Learning Engineer
    Cars
    Apr 2025 - Sep 2025 (6 months)
    Started the ML and Data Platform practice at CARS24, grown to a lean team of 6 members. We are also responsible to optimize costs, which has been reduced by more than 60% in the last 4 years (for existing services and small incremental costs for new services/integrations/data growth).
    . Migrated DS workloads (40+ realtime APIs) to GKE to enable better scaling, reduced
    latency and management of deployments (rollouts, canary deployment, monitoring, alerts)
    . Worked with Data Scientists to optimize their code and model for better throughput
    . Deployed 45+ DL models (MaskRCNN, PaddleOCR, ResNet, EfficientNet, Stable Diffusion with UNet) using Triton Inference Server for multi-model serving, saving GPU cost by ~5x
    . Depl
  • Cars
    Senior Machine Learning Engineer
    Cars
    Apr 2022 - Mar 2025 (3 years)
  • Cars
    Machine Learning Engineer 2
    Cars
    Jul 2021 - Mar 2022 (9 months)
  • Quantiphi
    Senior Machine Learning Engineer
    Quantiphi
    Nov 2020 - Jun 2021 (8 months)
  • Policybazaarcom
    Machine Learning Engineer
    Policybazaarcom
    Feb 2019 - Nov 2020 (1 year 10 months)
    1. Built ML models to identify Cross Sell customers, to enhance targeted marketing campaigns and customer acquisition.
    2. Built and deployed a pricing model for Motor Insurance. This model calculates the premium to be charged from a customer based on their inputs and similar past customers' data.
  • Udacity
    Mentor
    Udacity
    Jun 2018 - Feb 2020 (1 year 9 months)
  • Publicis Sapient
    Associate L2
    Publicis Sapient
    Apr 2018 - May 2018 (2 months)
    Developed a bot for a commodities client which receives invoices as PDFs (text/image in multiple formats) from suppliers and information from those PDFs needs to be fed to the system. We automated this process of extraction and storing information in client database with almost zero user intervention.
  • Publicis Sapient
    Associate L1
    Publicis Sapient
    Jul 2017 - Mar 2018 (9 months)
    1. Worked on unstructured data obtained through PDF data extraction and used NLP to extract useful information from the data. This makes use of word2vec/doc2vec, POS tags and clustering to identify and filter out information.
    2. Worked on Ontology Induction using unsupervised approach to prepare ontology for any type of incoming documents. This is part of Sapient’s own cognitive services.
    3. Developed a chat bot using Google Dialogflow which enables user to order pizza through speech, which in turn uses UIPath to automate the ordering process on the website.
  • Publicis Sapient
    Junior Associate
    Publicis Sapient
    Oct 2016 - Jul 2017 (10 months)
    Worked in the field of NLP and Text Processing, using it to develop and enhance chat bots. Using cognitive services of Facebook (Wit.ai), Microsoft (LUIS) and IBM (Watson Conversation Service) to find their shortcomings and improve them in Sapient's own cognitive service. Also worked on Concept Mining for PDFs to cluster similar concepts which would enable intelligent searching among documents.
  • Alma Connect
    Software Development Intern
    Alma Connect
    Dec 2015 - Jun 2016 (7 months)
    Worked with RoR, MongoDb and AngularJS to implement new features on the website, which were focused on increasing user engagement and experience. Implemented SEO techniques on public pages. Deployed a new version which aims at site optimization and making the pages mobile compatible.
Education verified_user 0% verified
  • Udacity
    Machine Learning Basic Nanodegree, Machine Learning
    Udacity
    Jan 2017 - Dec 2018 (2 years)
  • Dhirubhai Ambani Institute of Information and Communication Technology
    Bachelor’s Degree, Information and Communication Technology
    Dhirubhai Ambani Institute of Information and Communication Technology
    Jan 2012 - Dec 2016 (5 years)
  • S
    High School
    St Fidelis College
    Jan 1997 - Dec 2011 (15 years)
Projects (professional or personal) verified_user 0% verified
  • M
    Medical Apprentice
    Feb 2015 - Apr 2015 (3 months)
    Under the guidance of Professor Amit Sengupta we developed an android app which monitored the heart beat of all the admitted patients in a hospital. We took the signal from PPG sensor and then sent it to Arduino. The arduino then transferred the data into our cloud database. Our database stored all the information about the patient with the data which the arduino kept sending every 10 seconds. The android app then took the data from the database so that the doctor being at any place in the hospital can keep a check on every patient. The doctor gets a notification whenever any patient's heart beat goes lower or higher than the normal range set for that particular patient.
  • D
    Don't Dump, Donate
    Jan 2015 - Apr 2015 (4 months)
    The project focuses on the idea of donating goods to the needy through an online platform. The website will serve as an interface for the users who wish to donate but for some reasons cannot go to the NGOs themselves. The major focus is on food donation where caterers and restaurants will donate the left-over food for that day to a nearby NGO which will then give it to the needy.
  • S
    Spybot
    Oct 2014 - Current (12 years 1 month)
    Built a spy bot with a camera using UDP protocol, Raspberry Pi and Web Cam. The server was created on the Raspberry Pi and the camera could be controlled from another computer if there was available internet connection.
  • W
    Whac-A-Mole LED Game
    Sep 2014 - Current (12 years 2 months)
    The project is an implementation of a very famous game Whac-A-Mole using LED and Arduino board. Out of 4 LEDs an LED will light up randomly and one has to press the button corresponding to it before it gets put off to record a score. A player is given 3 turns and the final score is returned to the computer.
  • U
    Unix Shell
    Apr 2014 - Current (12 years 7 months)
    Built a basic UNIX shell which is capable of handling the jobs, managing processes and the signals it receives.
  • D
    Dynamic Storage Allocator
    Mar 2014 - Current (12 years 8 months)
    Built a memory allocator having functions of malloc, free and realloc using the techniques of finding fits and modifying the searching of free blocks to make it better.
  • C
    Collision Avoidance System
    Jan 2013 - Apr 2013 (4 months)
    Built a toy-car with RF receiver and used arduino boards to process the received signal which indicated that an object was nearing the car and make it stop at a safe distance from the object.
  • D
    Don't Dump, Doate!
    The project focuses on the idea of donating goods to the needy through an online platform. The website will serve as an interface for the users who wish to donate but for some reasons cannot go to the NGOs themselves.
  • D
    Don't Dump, Doate
    The project focuses on the idea of donating goods to the needy through an online platform. The website will serve as an interface for the users who wish to donate but for some reasons cannot go to the NGOs themselves.
Awards verified_user 0% verified
  • Cars
    Extra Mile Award
    Cars
    Aug 2022
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