Siddharth Suresh Babu Email & Phone Number

Ogden, UT, US

California, United States

• Leveraged AWS services to support scalable data processing and enhance computer vision model performance for vehicle video tagging.
• Utilized Python and computer vision models to develop and implement a robust video tagging system, analyzing footage from both interior and exterior vehicle cameras, enhancing data categorization and retrieval.
• Leveraged AWS infrastructure for efficient data processing and storage, enabling scalable data engineering solutions and supporting advanced data modeling and statistical analysis for automotive video insights.

San Diego, California, United States

• A Data-Driven Analysis of Covid-19 Discourse on Social Media in Italy
• Analyzed Twitter discourse across ten representative cities in Italy by examining sentiments, network dynamics, prevalent users, themes, and geospatial patterns for real-time strategy monitoring, and agile policymaking.

San Diego, California, United States

San Diego, California, United States

• Provided instructional and teaching support for ME 350 Thermodynamics.
• Graded home-works, quizzes and tests for ME 350 Thermodynamics.

United States

• Built a job recommendation system that analyzes Linkedin, Glassdoor and Indeed data to generate personalized suggestions, improving relevance by 25%.
• Scraped over 5000 job postings using Selenium and cleaned data with custom Python modules, enabling ML model training.
• Extracted critical skills from applicant resumes using NLP libraries like NLTK and Spacy to match with ideal job criteria.
• Generated personalized job suggestions using the BERT model and BM25 lexical search to rank the job listing.

San Diego, California, United States

• Deployed a local LLM model to perform extractive question answering on financial documents (credit card agreements).
• Utilized python OCR modules and file input modules to read and parse textual information from tables, images, and text from credit card agreements.
• Deployed BERT and Sentence Transformer models to generate contextual answers for user questions regarding their credit card agreements.
• Fine-tuned BERT and Sentence transformer models using generative pseudo labelling technique to handle unlabeled data.
• Identified possible research area for domain adaptation of extractive question answering models without the need for labeled data.

San Diego, California, United States

• Conducted data cleansing and preprocessing on a global economic dataset.
• Executed regression analysis to identify the drivers impacting worldwide economic progress.
• Carried out a comprehensive review of existing literature concerning global economic deglobalization.

Bengaluru, Karnataka, India

• Productionized a data drive model leveraging ML and geospatial analytics to optimize last-mile delivery.
• Built a data pipeline using Robotic Process Automation bots to geocode 50,000+ employee addresses, resulting in an 85% reduction in processing time for requirement gathering. Engineered features from batch geocoded.
• Developed quality control tests and performed data analysis using Python, Scikit-learn, and graph neural networks to identify anomalies, cluster data points, and optimize delivery routes, reducing the number of routes.
• Coordinated an inter-disciplinary team to successfully implement the data-driven model for last-mile delivery optimization.

Bengaluru, Karnataka, India

• Deployed predictive models to optimize inventory management, improving warehouse efficiency.
• Engineered features from multidimensional data like parts dimensions, usage frequency, and retrieval times for 15,000+ parts.
• Deployed analytical and clustering models; improved warehouse efficiency key performance indicators like order-picking accuracy by 9% and reduced search and retrieval times by 20%.
• Enabled data driven decision making through Tableau dashboards and communicated insights to cross-functional teams.

Bengaluru, Karnataka, India

• Performed time and work studies on MPH-650 Machining Centre, identified six non-value-adding operations and implemented process improvements that led to increase in production efficiency.
• Consolidated a comprehensive description of the production job, resulting in reduced errors and defects during production.
• Determined standard time for milling head production and established a more accurate timeline for completion.

Bengaluru, Karnataka, India

• Led the design and development of a new prototype chassis for the super-mileage car, resulting in a 15% improvement in structural integrity.
• Developed and executed a streamlined inventory management process, resulting in a 40% reduction in waste.
• Implemented successful social media campaigns to promote the club.

Master Of Science - Ms, Big Data Analytics

Bachelor Of Engineering - Be, Industrial Engineering And Management