I'M
elina
singh.
ML ENGINEER & UI/UX DESIGNER
01 PROFESSIONAL
MY KNOWLEDGE LEVEL IN SOFTWARE
PYTHON
75%
SQL
90%
FIGMA
95%
MS DYNAMICS 365
BUSINESS CENTRAL
75%
BLENDER
65%
MACHINE LEARNING
85%
DATA ANALYTICS
80%
E
As a recent graduate from SRM Institute of Science and Technology with a B.Tech in Computer Science and Business Systems, I am eager to delve into innovative development arenas. My background includes hands-on experience with machine learning technologies, 3D modelling and animations, and UI/UX design. I am passionate about continuous learning and eager to acquire new expertise to drive impactful solutions.
02 PORTFOLIO
CERTIFICATIONS
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Machine Learning Foundations: Developed ML models using AWS tools, enhancing prediction accuracy for various datasets by 15%.
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Cloud Foundations: Employed AWS cloud services to deploy and monitor models, ensuring seamless integration and delivering real-time analytics.
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ML Advanced Certification Training: Skills in the development of ML models were honed and a project based on Neural Networks was completed.
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Data Science with Python: Training in Python was utilized to implement Exploratory Data Analysis, gaining insights from provided data.
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Introduction to AI: Acquired an introductory understanding of Artificial Intelligence and its varied applications.
ML PROJECTS
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Research Paper has been published in Taylor & Francis Journal, Volume 1, ISBN: 9781032906607.
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Constructed a dual-module Sign Language Recognition Model: Text-to-Sign using a 3D torso for ISL signs, and Sign-to-Text converting camera-captured signs into A-Z text using Gaussian classification techniques
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Created an intelligent, self-learning chatbot for AICTE using Python and Flask, improving response accuracy and reducing query resolution time by 30%.
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Created a Convolutional Neural Network model to detect smoke in satellite images with 99.07% accuracy, effective at identifying forest fires.
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Trained a deep learning model on leaf images for disease classification (82.14% accuracy), aiding in early symptom identification for agricultural productivity.
UI/UX PROJECTS
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Designed a dynamic Question Paper Generator platform, streamlining paper creation based on dataset and difficulty level for educational institutions.
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Crafted an aesthetically engaging UI/UX for both app and website, featuring smooth workflows for cart, offers, and payment checkout.
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Created a user-friendly website for farmers with an e-commerce store for agricultural goods and a dashboard displaying real time data from IoT devices, helping improve farm productivity.
PARTICIPATIONS
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Qualification: Successfully qualified the first round of SIH’22
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Innovative Chatbot Development: A business query chatbot was developed using Flask, Chatterbot, and SQLite on self-built and default datasets.
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Idea Proposed: A metaverse-enhanced e-commerce and social media platform where users can virtually try on custom-fit dresses using avatars.
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Qualification: Successfully qualified the first round of SIH’22
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Idea Proposed: Sustainable methods for the construction and design of green buildings.
03 Experience
March 2024-Present
SYSGREY TECHNOLOGIES
Noida, Uttar Pradesh, India
Application Language Developer
Developed and optimized AL codes for Microsoft Dynamics 365 Business Central, enhancing system functionality and improving user experience by 15%. Actively learning to integrate Power AI with CRM systems to enhance business processes, aiming to boost customer relationship management efficiency by up to 20%.
October 2024-January 2025
GILBERT RESEARCH CENTER
INTERNSHIP
Data Science & Machine Learning
Developed machine learning models leveraging PCA, regression, and neural networks, enhancing diagnostic accuracy by 30% in clinical data predictions. Implemented gradient descent and dimensionality reduction techniques, improving model efficiency by 25% and reducing computational time for medical image processing.
July 2022-January 2023
TRAINITY
VIRTUAL INTERNSHIP
Data Analytics
Analysed and managed extensive datasets, honing my expertise in Database Management Systems, MySQL, and MS Excel to drive accurate and efficient data analysis. Conducted in-depth data cleaning, transformation, and visualization, leading to a 40% reduction in data inconsistencies and enabling more informed, data-driven strategic decisions across multiple departments.
April 2022-January 2023
TEAM ENVISION
SRM University, Chennai, Tamil Nadu, India
Committee Head of AIML and Designers
Served as the Committee Head of AIML and Design, successfully guiding student teams to develop innovative UI and AI/ML projects and partnered with diverse teams to implement data-driven solutions.
June 2021-August 2022
DATA SCIENCE COMMUNITY
SRM University, Chennai, Tamil Nadu, India
Graphic Designer
Served as a graphic designer in the Data Science Community during my first year of college, gaining hands-on experience in UI/UX design and prototyping.
CONTACT
Feel free to reach out for collaboration, inquiries, or any exciting opportunities. I am always open to exploring innovative projects and contributing my skills to create impactful solutions.
+91 9653094984