🤖 Dinesh Karnati Email and Phone Number
Hey, I’m Dinesh! I’ve spent over five years diving deep into the world of AI and machine learning, and I absolutely love what I do. From building chatbots and AI-powered search engines to fine-tuning large language models (LLMs) and working with massive datasets—I've had my hands in all sorts of projects that solve real-world problems.During my time at Ideapoke, I worked on some pretty exciting stuff—like creating an AI-powered search engine that processed over 6 million records to help businesses find key information. I also fine-tuned LLMs using RAG techniques, which was both challenging and rewarding. I’m no stranger to working with cloud technologies either, especially with AWS tools like Lambda, EC2, and Elasticsearch, to streamline workflows and make sure systems run efficiently.Right now, I’m focused on building advanced chatbots and knowledge graphs at Circuitry AI and Indiana State University. I’m especially proud of the work I’ve done with Neo4j and community detection algorithms to create smarter, more intuitive AI systems. Whether it’s helping users navigate complex data or making AI tools easier for teams to implement, I’m always looking to push the boundaries of what AI can do.One of the things that drives me is the idea that technology should be practical and make life easier for people. I love solving problems—whether it’s creating an AI solution from scratch or tweaking an existing system to make it work better. At the end of the day, I want to build things that not only work but add real value to businesses.
Indiana State University
View- Website:
- IndianaState.edu
- Employees:
- 3368
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Graduate Research AssistantIndiana State UniversityBloomington, In, Us -
Ai And Ml EngineerCircuitry.AiBloomington, In, Us -
Ecet Research AssistantIndiana State University Sep 2024 - PresentIndiana, United StatesDeveloping a Chatbot for the ECET Department at Bailey College of Engineering and Technology, collaborating with stakeholders to enhance user experience.• Implemented features for course selection, pre-requisites, and future outcomes.• Ensured the Chatbot met the needs of parents and students through collaboration with Professors and Administrative Assistants. -
Graph Ai/Ml EngineerCircuitry.Ai Apr 2024 - Aug 2024Hyderabad, Telangana, IndiaAs a Graph AI/ML Engineer at Circuitry.ai in Hyderabad, I collaborated with the Core Product team to build knowledge graphs for client use cases, ensuring effective knowledge representation and access. I coordinated with team members to oversee project progress and maintain communication flow between development and product teams. -
Senior Machine Learning EngineerIdeapoke Apr 2022 - Jan 2024Bengaluru, Karnataka, IndiaAs a Senior Machine Learning Engineer at Ideapoke Technologies, I took on leadership responsibilities in multiple AI/ML projects, focusing on innovative solutions that enhanced business outcomes for clients. My role involved end-to-end project management, technical leadership, and cross-functional collaboration. Key responsibilities included:1. AI-Powered Search Engine Development: Spearheaded the creation of an AI-powered search engine utilizing LLM fine-tuning with RAG techniques and Elasticsearch, enabling entity-wise data retrieval from over 70GB of real-time datasets.2. Custom Chatbot Development: Led the development and deployment of customized chatbots using RASA NLU to improve client interaction and extract key information from user queries.3. Strategic Data Analysis and Automation: Automated the analysis of market share and growth data using Regex-based approaches and NER, achieving an accuracy rate of 92%.4. Advanced Framework Integration: Designed and deployed serverless AI solutions within AWS, enhancing efficiency and scalability in data processing and model execution.5. Leadership and Collaboration: Collaborated with cross-functional teams to define project goals, manage timelines, and deliver impactful AI solutions aligned with business objectives. -
Machine Learning EngineerIdeapoke Mar 2020 - Apr 2022Bengaluru, KarnatakaDuring my tenure as a Machine Learning Engineer at Ideapoke Technologies, I worked on projects that applied AI/ML techniques to solve complex business challenges. My primary focus was on developing data-driven models to automate processes and extract key insights.Key responsibilities included:Data Automation and Analysis: Automated the extraction and processing of market data using Natural Language Processing (NLP) techniques like Named Entity Recognition (NER) and rule-based algorithms, leading to improved decision-making capabilities for analysts.Probabilistic Topic Modelling: Developed and implemented an LDA-based topic modeling algorithm to analyze and extract key themes from a large corpus of articles across various industries and topics.Customized NLP Solutions: Built a custom-based Word2Vec model that enhanced phrase suggestions and autosuggestions for internal analytics tools.AWS-Based Frameworks: Integrated multiple AI solutions within AWS serverless architectures to optimize the processing and retrieval of large-scale datasets. -
Ml Trainee6Benches.In Nov 2019 - Mar 2020Bangalore Urban, Karnataka, India
🤖 Dinesh Karnati Education Details
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Electronics And Communications Engineering -
Computer Science
Frequently Asked Questions about 🤖 Dinesh Karnati
What company does 🤖 Dinesh Karnati work for?
🤖 Dinesh Karnati works for Indiana State University
What is 🤖 Dinesh Karnati's role at the current company?
🤖 Dinesh Karnati's current role is Graduate Research Assistant.
What schools did 🤖 Dinesh Karnati attend?
🤖 Dinesh Karnati attended Srm University, Indiana State University, Sri Chaitanya College Of Education.
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