Harshit Garg Email and Phone Number
I am a passionate Machine Learning Engineer and Data Scientist, specializing in leveraging advanced technologies such as Generative AI and Large Language Models (LLMs) to solve intricate problems and develop innovative solutions. With a strong background in Full Stack Development, Deep Learning, and NLP, I have transitioned into specialized roles, directly contributing to impactful machine learning projects and deploying scalable AI models for real-world applications.I am currently pursuing my Master’s in Data Science at Texas A&M University, where I have gained expertise in NLP, deep learning, data mining, and machine learning, which I effectively integrate into my projects. During my internship at Alcon, I developed a GPT-based system for Lens Design Researchers and led the creation of a scalable Retrieval Augmented Generation (RAG) pipeline, utilizing Meta's LLaMA model and Amazon’s SageMaker, alongside FAISS and LangChain libraries. This experience has honed my ability to implement end-to-end AI solutions in cloud environments.In my previous role, I contributed to building fire and smoke detection systems using YOLO models, achieving a 96.7% accuracy and deploying these systems to enhance safety measures for surveillance cameras. I also worked on drone imagery analysis and parking lot monitoring solutions using OCR. My journey began as a Full Stack Developer at Infosys, where I developed and led major features for a U.S. bank’s business lending application, later transitioning to a leadership role managing a team of four and spearheading DevOps initiatives using Github and Jenkins.I am actively seeking opportunities in Machine Learning, Data Science, AI, NLP, and Applied Science roles where I can apply my skills and continue pushing the boundaries of AI technologies. Always curious and motivated by impact-driven work, I look forward to collaborating with teams passionate about transforming ideas into reality.Feel free to connect with me to discuss potential collaborations, open roles, or innovative ideas in the AI/ML space!
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Graduate Research AssistantTexas A&M UniversityCharlotte, Nc, Us -
R&D Data Science InternAlcon May 2024 - PresentJohns Creek, Georgia, United States● Collaborated closely with Research Scientists to build a bespoke, Large Language Model-powered tool, aligning generative AI capabilities with key use cases in lens design.● Architected a scalable Retrieval Augmented Generation (RAG) pipeline on AWS SageMaker, integrating Meta's LLaMA 3.1 model. Led end-to-end implementation, including data retrieval, chunking, embedding, and storage in FAISS using LangChain libraries.● Deployed models using AWS SageMaker, Lambda, and integrated Amazon Lex for UI, allowing real-time interaction and feedback. Additionally, stored feedback in DynamoDB to refine the model's performance based on user inputs.● Utilized GraphRAGs to enhance model performance, improving the retrieval and contextualization of information by integrating knowledge graphs with retrieval-augmented generation.● Explored cutting-edge LLM technologies, experimenting with knowledge bases on Amazon Bedrock and integrating Anthropic Claude 2.1 to refine the AI pipeline for better accuracy.● Expanded cloud platform expertise by incorporating Azure AI Studio and GPT-4 into the workflow, developing a cross-platform, cloud-agnostic solution.● Achieved a 90% researcher satisfaction rate by optimizing model responses and delivering a highly functional, scalable AI solution. -
Specialist ProgrammerInfosys Jan 2022 - Jul 2023Bengaluru, Karnataka, India● Led a team of 4 to build and deliver major functionalities in the business lending application, coordinating development efforts, client interactions, and project timelines.● Managed Git repositories and implemented CI/CD pipelines using Jenkins, enhancing deployment efficiency and version control practices.● Developed and deployed a Fire and Smoke Detection system using various machine learning models (YOLOv7, YOLOv8, YOLOX, EfficientDet, FasterRCNN), achieving a 96.7% accuracy rate with YOLOX.● Built a drone imagery solution for detecting damaged electric poles post-storm, achieving 92.39% accuracy using advanced ML models.● Designed a parking lot management system utilizing OCR for license plate recognition, integrated with an Angular-based dashboard for real-time tracking.● Worked on X-ray scanner image analysis to detect harmful objects using the Segment Anything Model (SAM), showcasing advanced image processing and ML techniques.● Received the STAR Employee and INSTA Awards for exceptional leadership, self-driven attitude, and consistently delivering high-quality solutions. -
Digital Specialist EngineerInfosys Ltd Sep 2020 - Jan 2022Bengaluru, Karnataka, India● Developed full-stack functionalities for a U.S. bank’s business lending application using Spring Boot microservices, PLSQL, and Angular.● Collaborated directly with clients to gather requirements and understand use cases, ensuring seamless delivery of requested features.● Contributed to the design and development of critical application components to enhance user experience and streamline backend processes.
Harshit Garg Education Details
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Data Science -
9.1/10.0
Frequently Asked Questions about Harshit Garg
What company does Harshit Garg work for?
Harshit Garg works for Texas A&m University
What is Harshit Garg's role at the current company?
Harshit Garg's current role is Graduate Research Assistant.
What schools did Harshit Garg attend?
Harshit Garg attended Texas A&m University, Graphic Era University, Dehradun.
Who are Harshit Garg's colleagues?
Harshit Garg's colleagues are Shankar Raghunath, Vaibhavi Nandagiri, Marcela Sotelo, Saefudin Alirahman, Zoheb Ahmed, Artem Mamian, Akshay Yadav.
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1asu.edu
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Harshit Garg
It & Security Intern @Mission Omega | Computer Science Student @Georgia State University | Isc2 Member| Microsoft Scholar 2024Atlanta, Ga -
Harshit Garg
Morristown, Nj2iitk.ac.in, deloitte.com -
Harshit Garg
Phd At Northeastern | Prev. Microsoft Research, U Of Edinburgh, Bits Pilani | Harshitgarg.InBoston, Ma -
1acldigital.com
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