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Machine Learning Data Science

Location:
Houston, TX
Posted:
March 25, 2024

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Resume:

EDUCATION

TECHNICAL STACK

Data Science Machine learning Deep Learning Computer vision NLP

Data Science and Machine Learning Enthusiast with a passion for leveraging data-driven insights to solve complex problems. Proficient in applying statistical analysis, programming, and predictive modeling techniques to extract meaningful insights from diverse datasets.

SAI VISHNU VAMSI SENAGASETTY

SRM UNIVERSITY, ANDHRA PRADESH

Bachelor’s in Computer science and Technology - AIML - 2019-2023 CGPA - 8.48 UNIVERSITY OF HOUSTON

Master’s in Computer and Information Science - 2023 - Present Programming Languages: Python, R, SQL

Data Analysis:

Exploratory Data Analysis (EDA)

MS Excel

Data Visualization: Tableau, Matplotlib

MyPortfolio Vishnu Vamsi ad4j1b@r.postjobfree.com +1-346-***-**** HOUSTON, TEXAS CERTIFICATIONS

Introduction to Python Programming - Microsoft

Python+Data Structures - Perfect e-Learning

Machine Learning A-Z™: Hands-On Python and R In Data Science JPMorgan Chase & Co. Logo Excel Skills

PROFESSIONAL EXPERIENCE

Data science Intern - Yoshops April 2023 - June 2023 Demonstrated strong data analysis skills by generating dynamic reports with actionable insights, utilizing data visualization techniques.

Managed diverse projects, demonstrating strong project management skills in web scraping, file organization and the creation of a comprehensive college database, providing valuable data resources for research and reference.

Machine Learning Research Intern - SRM UNIVERSITY - April 2022- November 2022 PROJECTS

IMAGE CRAFT: TEXT TO IMAGE

USING TRANSFORMERS

MATLAB Programming

Machine Learning Tools:

TensorFlow, PyTorch, Sklearn, Colaboratory,

Anaconda, Amazon Web services(AWS)

Deep Learning: Computer Vision & NLP

A NIGHT-PATROLLING MECHANISM

USING OBJECT DETECTION

Introduced a novel data-driven approach for battery health diagnosis using the optimized GPR algorithm, contributing to advancements in the field.

Conducted and oversaw experiments to validate the optimized GPR model's accuracy in estimating battery State of Health (SOH), employing rigorous evaluation metrics like MAE and RMSE to measure model performance.

Project Focus: Transformer-Based Models,Deep Learning,Residual Blocks,Evaluation Metrics,UNet Architecture,Stable Diffusion Pipeline,Model Optimization

Project Focus: TensorFlow,TensorFlow Hub,MobileNet V2,Object Detection,Image Processing,Model Inference,Bounding Box,Deep Learning,Performance Metrics. HOBBIES: Stock Analysis, Anime, Book reading, Games. LANGUAGES : ENGLISH, TELUGU, HINDI

EXTRA-CURRICULAR : Community leader at NXTWAVE—CCBP 4.0, Member of Student Council Associates - SRM AP, Member of Gaming and Welfare clubes - SRM AP

PUBLICATIONS

Handbook of Research on AI Methods and Applications in Computer Engineering, Chapter 24 - Nighttime Object Detection: A Night-Patrolling Mechanism Using Object Detection, 2023 - https://www.igi-global.com/book/_/304861 State of Health of Lithium-ion Batteries by Data-driven technique with Optimized Gaussian Process Regression, 2023 ICAIA and ATCON-1

ImageCraft: Transforming Text into Images Using Transformers - Applied Intelligence - The International Journal of Research on Intelligent Systems for Real Life Complex Problems - Accepted KEYWORD EXTRACTION FOR

VIDEO CONTENT ENHANCEMENT

Project Focus: Audio-Visual Analysis, Machine Learning (ML), Information Retrieval, Whisper AI, EasyOCR, OpenCV, keyword Extraction, SpaCy, NLTK, Jaccard and Cosine similarity



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