Sujata Ramteke
IIT Bombay | MEMS | Dual Degree
Pune District
2+ years of work experience
Jan 20267 mosPresent
Pune District, Maharashtra, India
• Developed a Convolutional Neural Network (CNN) for cat and dog image classification, implementing image processing, augmentation and model optimization to achieve robust classification performance
• Built an end-to-end 3D image segmentation pipeline by performing label distribution analysis, point-percentage computation, converting PLY point-cloud files to NPY format & merging processed datasets for efficient model training
• Trained and fine-tuned the Pointcept Transformer PT-V3 M1 Base pretrained model for semantic segmentation, monitoring mIoU & mean accuracy metrics to achieve strong generalization performance while mitigating underfitting & overfitting through systematic hyperparameter tuning
Jul 20246 mosDec 2024
IIT Bombay
Overseeing logistics of 120+ students in a course, evaluating, grading submissions and conducting doubt sessions
Scilab
Designed a 4-week course in a team, with assignments aimed at introducing simulation platform Scilab
Hands – on
Guiding students on prototyping & comprehensive understanding within the laboratory environment
Process Control Lab
Collaborating with the course to prepare comprehensive lab manuals and detailed instructional materials Provided hands-on guidance to students in lab, ensuring proper setup and safe operations
Jul 20241 moJul 2024
On-site
Devising Bayesian Probabilistic Model for band parameter optimization, curbing trials & computational needs
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Validating 90% right accuracy for SPB model, motivating exploration of a multi-band model with 10+ variables
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Conducting Hyperparameter tuning with CNN from data-driven trend analysis on a 3-variable system of SPB Model
May 20244 mosAug 2024
Dolvi, Mumbai
Strategy
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Analyzed 45+ research papers on steel slag, by identifying strategies for sustainable agriculture
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Highlighted 7+ distinct methods for steel slag amendment optimizing soil properties & crop yield
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Evaluated 8+ field studies demonstrating results of steel converter slag in Konkan, Maharashtra
Impact
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Judged environmental impact: reduced soil acidity, that increase soil pH by 1.5-5.0 units in crops
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Boosted crop yield by 30%, using Dhruvi gold fertilizer with essential nutrients: CaO & SiO2
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Aided sustainable waste management by converting 25% into agricultural input; scalability: 70%
May 20231 yrApr 2024
IIT Bombay
Liaisoned between 1050+ students and computer centre, co-ordinated in a 3-tier hostel council of 7+ members
Leadership
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Spearheaded the deployment of wireless networks in 6+ recreational rooms enhancing connectivity
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Enhanced system stability by segregating MCB switches boards, demonstrating better infrastructure
Initiatives
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Implemented 2 python scripts to enhance functionality & ensure the delivery of high-quality results
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Organized regular visits of CC personnel & vendors twice a week fostering proactive maintenance
Duties
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Promoted complaints portal use to facilitate grievance resolution and enhance students’ satisfaction
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Ensured smooth internet connectivity in the hostel and efficiently managed email inflow and outflow
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Assisted in council, organizing hostel events, ensuring streamlined execution and maximum impact
Sujata’s AI Stack
Education
B.Tech +M.Tech, Metallurgical Engineering And Materials Science
Indian Institute of Technology, Bombay
20205 yrs2025
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