Suvrat Jain Email & Phone Number

Rochester, Ny, Us

Brookshire, Texas, Us

- Leading the deployment of custom conversational agents integrated with Large Language Models (LLMs) using Llamaindex and Langchain frameworks, aiming to enhance response accuracy for support queries by ~30%.- Integration of OpenAI and Azure Cloud services to streamline LLM deployment processes, to reduce model deployment time by 40% and ensure seamless scalability across multiple use cases.- Engineered scalable RAG pipelines integrating FAISS, Llama 3.1 models, and Sentence Transformers, indexing 70K+ embeddings with scalability for millions, improving query processing by ~40%.- Designed and deployed FAISS IVFPQ index with a 50% memory reduction, supporting high-speed approximate search with clusters, achieving ~95% retrieval accuracy.- Design and implementation of image processing pipelines using YOLO and Vision Transformers, to reduce inventory identification errors by 25% and accelerate warehouse workflow.- Utilize PyTorch to train and fine-tune custom computer vision models, for a 35% improvement in object detection accuracy and a 20% reduction in processing time.- Collaborated with cross-functional teams to integrate LLMs and computer vision solutions into existing warehouse management systems, to achieve a 15% increase in overall system productivity.

Rochester, Ny, Us

Working as a Data Science Engineer at Golisano Institute for Sustainability, I:- Led the development of a vision system integrating YOLOv8 and UNet segmentation models to achieve precise clothing dismantling and optimize downstream processes.- Leveraged PyTorch and Scikit-learn to build scalable image classification pipelines using TensorFlow. Implemented distributed training across multiple instances for improved efficiency.- Implemented advanced data augmentation techniques, resulting in a 10% improvement in IoU score for the semantic segmentation model, showcasing expertise in enhancing data quality and accuracy.- Developed and built ETL and data augmentation pipelines, to expand dataset by 30% and achieve a 12% lift in model accuracy due to improved generalization.- Implemented efficient CUDA kernels for GPU acceleration, demonstrating proficiency in deep learning frameworks and performance optimization.- Deployed a vision system prototype, configuring industrial grade cameras and lighting and establishing TCP/IP network communication for seamless integration with a control system.- Enhanced the performance of the semantic segmentation model by incorporating data augmentation techniques, resulting in a 10% improvement in IoU score.- Utilized neural network gradients to quantify feature relevance in image classification and object detection algorithms, revealing insights into model interpretability and guiding feature selection for enhanced performance.

Rochester, Ny, Us

- Developed performant CNN models for automobile part categorization (98.2% on 10k+ images, using OpenCV). Demonstrated expertise in techniques with broad AI applications, including image processing and transfer learning.- Boosted automobile part classification accuracy by 73% by fine-tuning an Inception v3 model (TensorFlow), demonstrating skill in transfer learning for rapid solution development.- Implemented a Siamese Network for similarity learning, combining distance metrics and statistical analysis techniques. Achieved 98% accuracy on out-of-training data, significantly improving model generalization.- Developed a multi-stage ETL pipeline for object detection/classification for a sustainable remanufacturing vision system, reducing manual inspection time by 30% and boosting object classification accuracy by 10%.- Enhanced ML pipeline efficiency through targeted research and experimentation (A/B testing, Bayesian optimization). Built clear data visualizations (Tableau, Power BI) to convey model behavior and drive improvements, presented to senior leadership.

Columbia, Md, Us

Merkle is a leading data-driven, technology-enabled, global performance marketing agency that specializes in the delivery of unique, personalized customer experiences across platforms & devices.With ~12,000 employees, Merkle is headquartered in Columbia, Maryland, with 50+ additional offices throughout the Americas, EMEA, and APAC regions. Merkle is a Dentsu Aegis Network company.Working as the Email Developer, I:• Created visually engaging and responsive HTML email campaigns utilizing Adobe Dreamweaver, ensuring compatibility across email clients through implementation of clean and standards-compliant code.• Crafted and executed successful HTML email campaigns, ensuring seamless compatibility and optimal display across multiple email clients, browsers, and mobile devices through rigorous testing and troubleshooting.• Efficiently identified and resolved cross-browser compatibility issues in HTML email campaigns through thorough QA testing and debugging, using tools such as Litmus, resulting in optimal performance across multiple email clients, browsers and mobile devices.• Delivered hyper-personalized email campaigns using journey builders, resulting in increased engagement and open rates by 20%.• Improved open rates and click-through rates by 20% by leveraging data-driven personalization in email campaigns targeting specific regions and markets.Brands worked on: Estée Lauder Cosmetics (UK & EMEA markets), Boots UK.

Pune, Maharashtra, In

Merkle Sokrati is India’s leading Digital Ad Technology, paid search & Big Data Analytics firm, with proprietary algorithms, artificial intelligence, and automation at its backbone.Working as a QA Associate & Tester, I:• Developed comprehensive software documentation, including software requirements specification, detail design document, acceptance test cases, integration test cases, and unit test cases, ensuring thorough testing and quality control of all deliverables.• Successfully executed cross-browser compatibility tests using Selenium WebDriver on Google Chrome, Firefox, and Safari, ensuring seamless user experience on diverse platforms.Contributed to daily team meetings and proactively prepared reports to drive team progress and deliverables, as required by team lead.• Conducted regression testing throughout the development life cycle to ensure seamless functioning of impacted existing features and identify any potential bugs, proactively collaborating with development teams to resolve any issues.• Implemented Agile methodology, contributing to daily stand-up meetings and utilizing JIRA for effective issue/bug tracking to ensure seamless project delivery in a dynamic and fast-paced environment.• Collaborated with cross-functional teams to develop comprehensive test plans, design and execute test cases, and ensure thorough coverage of critical scenarios, all within an Agile (SCRUM) environment utilizing JIRA for issue tracking.• Collaborated with cross-functional teams to provide comprehensive and effective testing solutions, combining expertise in requirements analysis, test planning and strategy, resulting in successful delivery of client projects.• Crafted and executed test cases for multiple modules of a complex application project, ensuring thorough coverage and high quality outcomes.• Performed Manual Testing – Smoke, Functional, Integration, Regression, Database, UI, Out of Box & User Acceptance Testing (UAT).

Dubai, Dubai, Ae

• Prepared preliminary cost estimates of projects that are in conceptual stage.• Analyzed various project related documents & reported to supervisor.• Prepared IO summary for BMS systems for projects as per given specifications by client.

Navi Mumbai, Maharashtra, In

• Component design in Angular JS framework for various clients• Debugged & developed new layouts for websites, according to client requirements• Technologies used: Angular JS, Node JS, HTML, CSS, JavaScript, jQuery, PHP, Material Bootstrap Design.

Mumbai, Maharashtra, In

• Designed responsive web pages for client's websites within the given deadlines.• Worked closely with back end web developers to create attractive websites.• Worked on WordPress CMS. Web technologies used: HTML, CSS, JavaScript, Bootstrap framework, PHP.

Master Of Science - Ms, Data Science

Bachelor Of Technology - Btech, Electronics & Communications Engineering

Bachelor Of Technology - Btech, Electrical, Electronics And Communications Engineering