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Pushkaraj Sawant
Maharashtra, India0 followers0 following
- About
- High School
- Bachelor's
- Target
- IELTS
Male
Maharashtra, India
Work ExperienceResearch intern
Vishwakarma Institute of Information Technology - Internship
Jan 8, 2023 - Jun 24, 2023 · 6 mos
Maharashtra, India
• Published a Research Paper on a deep learning model which classified 92.23% of the 5192 histopathological images which showcases robust performance in accurately discriminating Cancerous tissue and normal tissue.
• For evaluation of Densenet 201, comparison with other deep learning model VGG16 was carried out.
• Model effectively captures intricate patterns and features present in the database by leveraging the dense connectivity pattern of Densenet 201.
• Reports high AUC score considering complete set of evaluation metrics and furthermore paves the way in the field of medical image analysis.
ProjectsIdentification of Oral Squamous Cell Carcinoma(Oral cancer) Using Densenet-201
Role - Research Intern
for Academic
Jan 14, 2023 - Jun 26, 2023
• Published a Research Paper on a deep learning model which classified 92.23% of the 5192 histopathological images which showcases robust performance in accurately discriminating Cancerous tissue and normal tissue.
• For evaluation of Densenet 201, comparison with other deep learning model VGG16 was carried out.
• Model effectively captures intricate patterns and features present in the database by leveraging the dense connectivity pattern of Densenet 201.
• Reports high AUC score considering complete set of evaluation metrics and furthermore paves the way in the field of medical image analysis.
Identification and Prohibition Of SQL Injection Attacks using Aho Corasick Pattern Matching Algorithm
Role - Team Lead
for Academic
Jul 14, 2022 - Dec 25, 2022
• When a user registered for the first time, hash values are generated for his username and password which were saved in the database.
• Technologies used : Python, Aho corasick algorithm, SHA256 Hashing algorithm, MySQL, HTML, CSS, PHP, Javascript.
• Every time the user logged in, new hash values were generated for the input parameters and were compared with hash values stored in the database. If the hash values were matched, access to the database was given else the access was denied.
Insurance Claim and Policy tracker Using AWS
Role - cloud engineer
for Personal
Apr 1, 2023 - Sep 28, 2023
• As part of this project, we assist our customer in monitoring the status of their policies, including renewal, unpaid premiums, paid premiums, and deceased policies for beneficiaries.
• Established an ETL data pipeline using AWS services like S3, Lambda, Glue, Redshift and cloud watch.
• Applied transformation on raw data using Python (Pandas) and loaded this clean data into Data warehouse like AWS Redshift.
Technical Stack: AWS S3 -- Stores raw data, AWS glue -- ETL tool, Python Libraries, AWS Redshift -- Data warehouse.
Research PapersIdentification Of Oral Squamous Cell Carcinoma Using Densenet 201
Aug 18, 2023 - IEEE
• Published a Research Paper on a deep learning model which classified 92.23% of the 5192 histopathological images which showcases robust performance in accurately discriminating Cancerous tissue and normal tissue.
• For evaluation of Densenet 201, comparison with other deep learning model VGG16 was carried out.
• Model effectively captures intricate patterns and features present in the database by leveraging the dense connectivity pattern of Densenet 201.
• Reports high AUC score considering complete set of evaluation metrics and furthermore paves the way in the field of medical image analysis.
PDF
Oral_cancer_1.pdf
VolunteeringMarketing and Publicity member
at National Service Scheme (N.S.S)
Aug 4, 2021 - Jun 18, 2022
Social Services
I used to handle all the social media accounts to keep people informed about the visited camps and draw in new recruits for forthcoming camps. This experience instilled tremendous growth and confidence in me by boosting my communication skills and soft skills and helped me to closely understand human psychology.
Computer Department Head
at Woman Empowerment Cell at V.I.I.T
Jul 5, 2021 - Aug 11, 2022
Social Services
My contribution was to create awareness of the cell and to uplift the girls socially and intellectually, by conducting various awareness events- health, legal, entrepreneurship, defense techniques and more, in order to equip them with the right knowledge for a life of equality, personal enhancement and professional success.