Vansh Sachdeva
Project Management
Haryana , India
Skills
Data Science
About
VANSH SACHDEVA's skills align with Programmers (Information and Communication Technology). VANSH also has skills associated with IT R&D Professionals (Information and Communication Technology). VANSH SACHDEVA appears to be a low-to-mid level candidate, with 3 years of experience.
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Work Experience
Pixels to Text
August 2023 - August 2023
- -Implemented a system for capturing Images (Flickr8K dataset) to Words using ResNet-50 (CNN) for Image Feature Extraction, Data Preprocessing (Mapping), a Generator function followed by a pre-trained Word Embedding Model and then to LSTM (RNN) Model for Partial Caption Sequence generation by serving as Model's memory. Excel/VBA for Creative Problem Solving University of Colorado Boulder Coursera Specialization in Introduction to Data Science IBM • Machine Learning with Python IBM Coursera Databases and SQL for Data Science with Python IBM Coursera •Data Visualization with Python IBM Coursera
AWS ECR and deployed it on AWS App Runner
Data Ingestion
July 2023 - July 2023
- CI/CD Machine Learning Classification Containerization -Automated Wafer Fault Detection using 6 Advanced ML Models: Random Forest Classifier, Decision Tree Classifier, Gradient Boosting Classifier, K-Neighbour Classifier, XGB Classifier, AdaBoost Classifier to reduce False Reject Rate and for Real-Time Monitoring. -Incorporated CI/CD for testing, building and deploying the Model. -Built a Docker Image through Dockerfile, tagged and pushed it on AWS ECR and deployed it on AWS App Runner.
Energizing Tomorrow
May 2023 - July 2023
- Machine Learning Deep Learning Ensemble Modeling Feature Engineering Time Series Decomposition -Decoded Electricity Price variability to lower power tariffs upto 20%, enhance Price stability, Integration of Renewables, Long-term Planning and tackle Climate Change. -Models employed: Multiple Regression (Lasso, Ridge), SVR, Random Forest, Decision Trees, XGBoost Regressor, ANN, LSTM, CNN and DNN. -The model best fitted with an accuracy of 91% through ML and RMSE of 0.223 through DL
CHEMCHORD
January 2023 - July 2023
- 19 (Annual Technical Fest of USCT, GGSIPU) Approached 50+ colleges and 1000+ students. ORGANIZING TEAM CyPhySS'23 IIT KHARAGPUR [July 2023] -Took charge of Website Responsibilities, Registration and Attendee Management, Designing and On-site Management at India's largest annual summit on CPS.
Energizing Tomorrow
June 2023 - June 2023
- Data Preprocessing Feature Engineering Data Visualization ML Pipeline Hyperparameter Tuning Deployment-AWS, MS Azure Flask -Developed a Binary Classification Model for real-time Diabetes Prognosis using Logistic Regression, Decision Tree Classifier, SVC, Naive Bayes and ANN. -Serialized the Trained model, deployed using AWS/Azure, API Developement done using Flask followed by Model Integration. -Created a UI in the form of Web App to allow users input data and receive predictions visually.
PROGRAM COORDINATOR
ANUGOONJ
February 2019 - December 2020
- Spearheaded the Discipline team at ANUGOONJ (Annual Cultural Fest of GGSIPU) 60K + footfall
Internship Studio
Excel Automation
June 2020 - July 2020
- Title: Multi-Region Sales Analysis: MS Excel with VBA -Created a Dashboard to automate the Data Analysis process that included Dropdown Features, Slicers and Dynamic Data Filtering to provide interactive Visualization and insights of Regional Sales. -Tools used - Pivot Tables, Charts, Graphs, Macros, Excel Built-in Functions, Conditional Loops, Variables Competed at the State Level in Badminton Honoured with NIFAA Academic Excellence Award-2018 Attained JCI - Honour to Meritorious Students Award-2016 Earned PIET Prathibha - Certificate of Appreciation-2018 POSITIONS OF RESPONSIBILTY
Education
IIT Kharagpur
M.Tech
Guru Gobind Singh Indraprastha University
Bachelor of Technology
Dyal Singh Public School
Class XII
