Experience

HiLabs

• United States
• Software Development
• 100 - 200 Employee

• Data Scientist l

  • Sep 2023 - Present



Koo

• India
• Technology, Information and Internet
• 200 - 300 Employee

• Machine Learning Intern

  • May 2023 - Jul 2023

  Banglore Community Detection-Based Recommendation System: * Researched a community detection-based recommendation system using the Louvain algorithm, identifying communities based on followed professionals. *Presented research findings, showcasing the system's potential in fostering a vibrant community environment. Metric Snapshots: content. * Led end-to-end implementation of ML metric snapshots, integrating data from MoEnagage API and S3 into existing projects. *Developed an… Show more Community Detection-Based Recommendation System: * Researched a community detection-based recommendation system using the Louvain algorithm, identifying communities based on followed professionals. *Presented research findings, showcasing the system's potential in fostering a vibrant community environment. Metric Snapshots: content. * Led end-to-end implementation of ML metric snapshots, integrating data from MoEnagage API and S3 into existing projects. *Developed an Airflow DAG for automated daily metric collection, providing stakeholders with valuable insights via Slack notifications. ETL Job: * Designed and developed an efficient ETL pipeline using Spark for KOO recommendation strategies automating data extraction, transformation, and loading from the warehouse. *Orchestrated daily report generation with an end-to-end Airflow DAG, ensuring timely delivery of essential metrics like clicks, impressions, etc. on Email *Successfully completed first PR and merged changes into the existing codebase, showcasing adaptability and effective contribution. Show less



Institute Student Mentorship Program

• Institute Student Mentor

  • Jul 2022 - Jun 2023

  IIT Bombay Selected amongst 380+applicants through a rigorous procedure comprising of SOP, peer reviews and interviews •Entrusted with the responsibility to guide and ensure smooth transition of a group of incoming freshmen •Responsible for mentoring the students academically and vocationally, and providing motivational counsel



Episource

• United States
• IT Services and IT Consulting
• 700 & Above Employee

• NLP Engineer

  • Jan 2023 - Feb 2023

  Mumbai Metropolitan Region Worked on a Named Entity Recognition model to extract specific keywords from a document. pytorch, hugging face, NLP, Spacy, Transformers



Qure.ai

• United States
• Medical Device
• 200 - 300 Employee

• AI Engineering and Research

  • May 2022 - Jul 2022

  Mumbai, Maharashtra, India Received Letter of Recommendation for exemplary work done in Software Development and AI Research •Processed DICOM format medical images with Pydicom, visualized and analyzed MRI images with Weasis •Collaborated on the backend (Django) with the Engineering team of 10 members in developing DCMIO software •Implemented UNET with different encoders like RESNET50, VGG16 for the semantic segmentation task •Achieved highest Dice score of 0.954 by using RESNET encoder i.e. UNET++ on retina… Show more Received Letter of Recommendation for exemplary work done in Software Development and AI Research •Processed DICOM format medical images with Pydicom, visualized and analyzed MRI images with Weasis •Collaborated on the backend (Django) with the Engineering team of 10 members in developing DCMIO software •Implemented UNET with different encoders like RESNET50, VGG16 for the semantic segmentation task •Achieved highest Dice score of 0.954 by using RESNET encoder i.e. UNET++ on retina images Show less



IQVIA India

• India
• Hospitals and Health Care
• 700 & Above Employee

• AI Researcher

  • Nov 2021 - Apr 2022

  Remote Received a Letter of Recommendation for showcasing exemplary work during my in-semester internship •Comprehended research on GNNs, DeepWalk, Node2Vec and conducted session for teammates to explain papers •ImplementedGNNson the graph data-sets for Node, Label and Graph Classification with PyTorch Geometric •Researched on generating new method of Node Embeddingwith maximization of mutual information •Programmed advanced method and tested for Node classification, obtained accuracy of… Show more Received a Letter of Recommendation for showcasing exemplary work during my in-semester internship •Comprehended research on GNNs, DeepWalk, Node2Vec and conducted session for teammates to explain papers •ImplementedGNNson the graph data-sets for Node, Label and Graph Classification with PyTorch Geometric •Researched on generating new method of Node Embeddingwith maximization of mutual information •Programmed advanced method and tested for Node classification, obtained accuracy of 86.64% on Cora data-set •Implemented TransE and TransR paper to predict links between edges in Facebook Knowledge Graph Show less



Student Mentorship Program , IIT Bombay

• Department Academic Mentor

  • Jun 2021 - Apr 2022

  Selected amongst 32 mentors out of80 applicants based on versatility, academic ethics and positive peer review •Mentoring 4 students for a smooth transition to department curriculum, motivating their academic endeavours •Providing counsel to ensure their holistic growth and helping to overcome personal and professional challenges



Fabguard

• India
• IT Services and IT Consulting

• Software Development and AI Engineer

  • Jul 2021 - Jan 2022

  Virtual •Extracted text from multiple documents with the help of OCR libraries likeEasy-OCR,Pytesseract •Augmented the documents to get better accuracy and automated the process of text extraction from documents •Uploaded extracted text into excel file with the help of openpyxl and achieved an accuracy of 90% •Automated the process of form filling for the Passport, Aadhar, PanCard applicants using the excel database



Boston Consulting Group (BCG)

• United States
• Business Consulting and Services
• 700 & Above Employee

• Virtual Intern on Data Science and Advanced Analytics

  • Dec 2020 - Sep 2021