Amruta Gurav

Data Scientist

Navi Mumbai, Maharashtra, India3 yrs 2 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Transitioned from software development to data science successfully.
Led projects that significantly increased lead acquisition and sales.
Proficient in a wide range of data science and web development technologies.

Stackforce AI infers this person is a Data Science and Web Development professional with a strong focus on SaaS and E-commerce solutions.

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Skills

Core Skills

Machine LearningData AnalysisWeb DevelopmentPhp

Other Skills

BootstrapCascading Style Sheets (CSS)Computer VisionConvolutional Neural Networks (CNN)Css3Data AnalyticsData CleaningData MiningData ScienceData VisualizationDeep LearningGeminiGenerative AIGitGitHub

About

Hi!, I am Amruta Gurav,a passionate data science enthusiast with a software development background. My journey into the world of data science was driven by a desire to merge my technical expertise with cutting-edge data-driven solutions. With over 3+ years of experience in software development, I have successfully transitioned my career to data science, applying analytical and machine learning techniques to solve complex problems. My Technical Skills: Programming: Python,PHP Data Manipulation: NumPy, Pandas, BeautifulSoup, Webscrapping Data Visualization: EDA- Matplotlib, Seaborn, Plotly, SciPy, Tableau, Power BI Machine Learning: Regression, Classification, Clustering, Ensemble, Scikit-Learn, Time Series Analysis Deep Learning: PyTorch, TensorFlow, Keras ,ANN,CNN,RNN Natural Language Processing: NLTK, Gensim Computer Vision: OpenCV, Yolo, Resnet, SSD Version Control: Git, Github MLOPs: CI/CD, mlflows Database: SQL, vector database Web Frameworks: Streamlit, Flask, Bootstrap ,Langchain, llamaindex Project Management and collaboration tool- Asana Deployment- AWS, Docker, Azure Generative AI - HuggingFace, LLM, GPT-3.5,Gemini, LLama2, RAG Feel free to reach me at: amrutagurav333@gmail.com

Experience

3 yrs 2 mos

Total Experience

1 yr 6 mos

Average Tenure

Current Experience

Synkrama technologies

Software Developer Data Analyst

Oct 2019 – Jul 2021 · 1 yr 9 mos · Pune Area, India · On-site

Developed a robust ML Model for sourcing of leads according to business goals, have provided insights that helped them to increase 33% in lead acquisition via PPC.
Lead end-to-end data science projects, including problem formulation, data collection, feature engineering, model development, and deployment.
Have developed data mining system for Beauty Center. Implemented predictive model for lead generation resulting in 25% increase.
Apply advanced statistical and machine learning techniques to extract actionable insights from complex datasets.
Develop predictive and prescriptive models for various applications, such as customer segmentation, demand forecasting, and anomaly detection.
Continuously research and implement state-of-the-art data science methodologies to enhance model accuracy and performance.
Perform thorough data analysis and visualization to communicate findings effectively to both technical and non-technical stakeholders.
Mentor and provide guidance to junior software engineers, fostering culture of learning and innovation within team.
Stay up-to-date with industry trends and emerging technologies, recommending their integration to improve existing processes and methodologies.
Conducted regression testing and submitted observations to development team.
Analyzed data to coordinate installation of new systems or modification of existing systems
Designed enhancements and updates for subsystems of end-user applications software running on local, networked and Internet-based platforms
Delivered unit-tested systems within customer-prescribed timeframes.
Reviewed project specifications and designed technology solutions that met or exceeded performance expectations.

Data VisualizationMachine LearningPython (Programming Language)MySQLData Analysismachine learning

Bizbee technologies llp

Web Developer

May 2018 – Oct 2019 · 1 yr 5 mos · Pune Area, India · On-site

Redesigned and developed coralearning.org platform which includes E-commerce website, Training and Learning website and admin internal tool for users and employee management.
It helped the organization earning an IACET certificate, which doubled revenue. It helped saving 100s of working hours.
Utilized PHP and MySQL to execute dynamic elements, ensuring data-driven functionalities and seamless performance as per project needs
Technology used – WordPress CMS (WooCommerce) for e-commerce platform, and Moodle LMS for hosting courses. Bootstrap and JavaScript for admin panel frontend, PHP and MySQL for Backend and Cron jobs.
Developed website for Silvolite from scratch resulted in 200% increase in direct sales.
Designed and developed Ecommerce website for Musiclovers using opencart resulting in 300% increase in online sales.
Proficiently coded HTML5 and CSS3 from scratch, Bootstrap framework to ensure optimal user experience across devices
Translated intricate PSD designs into functional and visually appealing websites, paying meticulous attention to detail and user experience
Enhanced website functionality by implementing interactive elements using JavaScript or jQuery, elevating user engagement and interactivity
Demonstrated proficiency in working with WordPress CMS and Webflow, effectively managing content and designing visually stunning interfaces
Customized WordPress plugins tailored to specific project requirements, enhancing functionality and delivering tailored solutions
Implemented GIT and GitHub for version control, streamlining collaboration and ensuring efficient code management.
Successfully delivered dynamic and customized websites, meeting unique project demands and ensuring seamless user experience
Provided front-end website development using WordPress, Hubspot, and other editing software
Oversaw back-end development using PHP to maintain website integrity