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I am
Shreyash Dhamane
A Computer Engineer
Hi đź‘‹, I am

Shreyash

A curious computer engineer passionate about solving real-world problems using technology.
Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur - Tech Enthusiast - Curious Innovator - AI Aficionado - Aspiring Entrepreneur -
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Work Experience

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Aicom
Software Developer and Machine Learning Intern
Internship
May 2023 - Present
Built an object detection model for retail items using YOLO and SSD and their respective pipelines from data collection to model fine-tuning.
Devised a cooking planner and sales data analysis application using Facebook’s Prophet and Flutter, respectively.
Designed and implemented an algorithm for effective staff scheduling, saving 2 hours of work weekly.
Worked on a Point of Sale (POS) system for self-food ordering using JavaScript, integrated Bluetooth Thermal Printers, Viva Card Terminals, and WebHooks for payment notifications.
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Aim4U
Research Intern and Team Leader
Research Internship
January 2022 - May 2023
Engineered skin disease detection model using Detectron2, achieved 95%+ accuracy by training the model on Nvidia GPU systems. Deployed it on AWS Lambda and integrated it with the Flutter app.
Implemented a Skin Type Indicator model with ResNet-50 and applied data engineering to achieve over 88% accuracy.
Built a content-based recommendation system utilizing Vader Lexicon and skin type model to recommend suitable skin care products for effective treatment with above 90% accuracy.
Led a team of 12 junior research interns, oversaw daily updates, resolved issues, and provided regular updates to mentor. Handled machine learning, web and mobile application development.
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AutoBuddys
Research Intern
Research Internship
August 2022 - October 2022
Improved systolic and diastolic blood pressure detection model's accuracy from 72% to 96% using Random Forest. Increased the dataset size by 25% using data engineering.
Optimized fall detection model accuracy to 93% for the R&D team’s hardware. Integrated the model with the Raspberry Pi controller.
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Smowcode
SDE-Intern
Internship
September 2021 - December 2021
Integrated 25+ backend APIs with the website, implemented 10+ user interface screen implementations using SCSS, and released frontend updates on AWS.
Updated software packaging scripts using Inno Setup in Pascal, worked on batch scripting and CI/CD task creation on Atlassian.
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Projects
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ClubHive
Developed a comprehensive website enabling university clubs to request event approvals and resources from the necessary authorities. The platform includes features such as room availability checks, integration with mail services, global event calendars, and meeting scheduling.
CreditMate
CreditMate is an AI-powered, location-based offer catalog platform featuring a loyalty and rewards program. It delivers personalized offerings to customers based on real-time data and preferences.
WeChange
A web app for eco-friendly events and content. Users can post and filter based on category and location. It includes a leaderboard incentivizing donations, with payments processed through Stripe.

Research Projects with Publications

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Emotional Qoutient
Research Project
Academic Project
September 2022 - December 2022
Created an AI-powered website using ReactJS for improved communication among people with diverse abilities. Incorporated speech recognition using an inbuilt JS tool for voice-based browsing and video calls.
Devised and integrated a hand sign detection model using LSTM with an impressive accuracy of 92%, enabling effective communication through sign language to text, text to speech, and speech to text.
Authored and published a paper, “Breaking Silence, Embracing Inclusivity”, in the 2023 International Conference on Cybernetics, Cognition and Machine Learning Applications, IEEE Germany Section.
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Embodied Epistemology
Research Project
Academic Project
May 2022 - August 2022
Researched and developed a document chatbot using LLM(Large Language Models) and Langchain, with accurate answers to questions. Integrated it with a Streamlit-based website.
Authored and published a paper at the 2023 International Conference on Evolutionary Algorithms and Soft Computing Techniques, IEEE Bangalore Section.
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Attention Span of Autistic Children
Research Project
Academic Project
January 2022 - April 2022
Engineered real-time model capable of analyzing attention spans in children through head movement, background noise, game pauses or exits, and eye movements and blinking using OpenCV’s classifiers.
Developed two games mainly designed to improve the attention span in Flutter.
Co-authored and published a paper in the 2023 11th International Conference on Emerging Trends in Engineering & Technology - Signal and Information Processing, IEEE Bombay Section.
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Skin Type Indicators
Research Internship
Research Internship
September 2021 - December 2021
Researched various aspects of skin types, explored optimal human skin classification methods, and examined the BSTI classification model.
Designed a unique Skin Type Classifier with 14 types.
Implemented the model using InceptionV3 and ResNet-50, achieving 84% and 80% accuracy, respectively.
Authored a paper accepted for presentation at the 2024 Springer International Conference on Multi-Strategy Learning Environment, scheduled for January 12, 2024.
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Smart Traffic Signals
Research project
Research Internship
August 2023 - March 2024
Used the vehicle-annotated dataset of 1000+ images from Kaggle. Increased the dataset size by 30%.
Implemented YOLO2 for vehicle detection, achieving an accuracy of 89%.
Developed a time-efficient algorithm to calculate the green time for each lane dynamically based on factors like number of vehicles, average speed and more.
The Journal paper and thesis are currently in progress.
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Hackathon Wins
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Barclays Hackathon
Awarded the Best Innovative Solution Award and SDE-1 role at the Barclays Data Steller Hackathon, competing against 300+ teams in a 2-day hackathon.
Break The Barrier
Secured first prize in the Break the Barrier Hackathon, triumphing over 200+ competing teams during the intensive 2-day event.
SimpliHacks2.0
Secured first place in the international SimpliHacks2.0 hackathon, outshining 409 participants during the intense 2-day competition.

Committee Work

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Oculus SPIT
Technical Head
Academic Committee
October 2022 - September 2023
Built an event management system for the college Techno Cultural Festival Oculus that managed around 400+ registrations.
Modeled database schemas and developed backend services along with integration with RazorPay.
Containerized and deployed the web app with Docker-Compose on Digital Ocean using GitHub Actions for CI/CD.
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Enactus SPIT
Head of Event Development and Research
Academic Committee
November 2022 - September 2023
Conducted a children's event inclusive of drawing, dance, and singing competitions for over 300 participants.
Organized a debate competition for 100+ students, fostering an exchange of ideas and perspectives.
Promoted bamboo products as a plastic alternative and executed various in-house college events such as AbhiMat, Epic, Blood Donation Drive, Unnati, and more.
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Rotaract SPIT
Student Volunteer
Community Engagement
January 2022 - December 2023
Engaged in charitable initiatives, including mask, sanitizer, and food donation drives through the Rotaract Club of S.P.I.T.
Orchestrated and contributed to 'Food For Paws' event on February 12, 2023, at Malad, advocating for animal welfare and promoting responsible citizenship.
Collaborated with Saksharta Foundation on October 30th to support their PAD Project, facilitating the donation of sanitary pads to girls in grades 7th to 10th at Lokmanya Tilak Udyan Juhu.
Participated in a Beach Cleaning event at Dadar Beach on 24th September 2023 with RC SPIT, emphasizing environmental stewardship and raising awareness about plastic pollution impacts.
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Abhyudaya
Student Volunteer
Community Engagement
July 2022 - October 2022
Played a significant role as a student assistant in multiple classes, actively engaging with underprivileged children and conducting specialized academic mathematical sessions for 12th standard students.
Exhibited dedication by efficiently completing essential tasks such as data filling and other administrative responsibilities, contributing to the smooth operation of Abhyudaya's initiatives for underprivileged children.
Actively participated in Abhyudaya's mission by providing mentoring and after-school enrichment activities, directly impacting the educational journey of underprivileged children in Mumbai.
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+1 7183145488
shreyashb.dhamane0@gmail.com
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