Manoj Reddy

Manoj Reddy Email and Phone Number

Software Engineer III @ Avaya
Hyderabad, IN
Manoj Reddy's Location
Hyderabad, Telangana, India, India
About Manoj Reddy

As a Generative AI Team Lead, I oversee the development and deployment of cutting-edge AI solutions. I lead a talented team of engineers, manage AI projects from inception to implementation, and drive innovation by integrating state-of-the-art generative models. My role involves strategic planning, technical guidance, and fostering a collaborative environment to achieve business objectives and advance AI capabilities.Previously, as a Python Developer, I applied my skills in full-stack development, AI, and ML to create innovative solutions. With a Master of Technology degree in Signal Processing from the Indian Institute of Technology, Guwahati, I gained a strong foundation in data analysis, machine learning, and natural language processing.In my previous role, I developed backend systems for AI-driven recommendation models, handling file uploads/downloads, database operations, Docker containerization, and AWS deployment via ECS using AWS CodePipeline. I led S3 integration and conducted rigorous unit testing to ensure application robustness and scalability. I also spearheaded the development of a revolutionary chatbot, enhancing user engagement with Q&A knowledge base integration, user transcript logging, and dynamic dialog flow. My experience includes engineering robust backend systems using Azure functions, developing CI/CD pipelines with GitHub Actions, and working on NLP systems to create a Learn to Rank model-based QnaSystem. Additionally, I applied Prompt Engineering methods like APE, COT, and RAG systems, such as ChatGPT retrieval plugins and Pinecone vector databases, to improve chatbot accuracy.I am passionate about solving complex problems, delivering high-quality products, and continuously learning new technologies. I value collaboration, innovation, and customer satisfaction, and strive to make a positive impact through my work.

Manoj Reddy's Current Company Details
Avaya

Avaya

View
Software Engineer III
Hyderabad, IN
Website:
avaya.com
Employees:
12286
Manoj Reddy Work Experience Details
  • Avaya
    Software Engineer Iii
    Avaya
    Hyderabad, In
  • Kvell Dynamics
    Ai Team Lead
    Kvell Dynamics Mar 2024 - Present
    India
    As a Generative AI Team Lead, I oversee the development and deployment of cutting-edge AI solutions. I lead a talented team of engineers, manage AI projects from inception to implementation, and drive innovation by integrating state-of-the-art generative models. My role involves strategic planning, technical guidance, and fostering a collaborative environment to achieve business objectives and advance AI capabilities.
  • Valuence Technologies
    Python Developer
    Valuence Technologies Sep 2023 - Feb 2024
    Tokyo, Japan
    Contributed to Python and Flask framework based backend development for an AI-driven recommendation model. Implemented file upload/download routes, executed database operations, Docker containerization, and facilitated AWS deployment via ECS using AWS CodePipeline. Spearheaded S3 integration for seamless file handling and conducted rigorous unit testing, ensuring the application's robustness and scalability.
  • Valuence Technologies
    Ai Engineer
    Valuence Technologies Mar 2021 - Aug 2023
    Tokyo, Japan
    1. Steered the development of a revolutionary chatbot, elevating user engagement with Q&A knowledge base integration, user transcript logging, and dynamic dialog flow. Pioneered user-to-agent chat transfers, significantly boosting client acquisition and contributing to the successful launch of the company's chatbot MVP.2. Engineered robust backend systems, leveraging Azure functions, for seamless display of user requests to agents, comprehensive analytics of user conversations, and streamlined management of client company's Q&A. Spearheaded the development of CI/CD pipelines using GitHub Actions, incorporating Azure automation runbooks and ARM templates for effortless chatbot deployment tailored to client specifications.3. Innovated the project's next phase by implementing a cost-efficient Azure QnA Maker alternative. Developed a Python-based Learn to Rank AI model leveraging BERT for Japanese word encoding, complemented by a bespoke Japanese Language Word Embedding model. Engineered APIs around this model, exploring models like RoBERTa and DeBERTa from the Hugging Face library to enhance accuracy, bringing it closer to Azure's QnA Maker standards.4. Elevated project performance by transitioning to OpenAI's GPT models, utilizing text-embedding models for Japanese word embeddings. Achieved enhanced accuracy through the Learn to Rank model, surpassing previous levels. Continued to refine accuracy through in-depth research on methods like APE, COT, and other prompt engineering approaches.
  • Valuence Technologies
    Full-Stack Developer
    Valuence Technologies Jan 2021 - Mar 2021
    Tokyo, Japan
    Pioneered a transformative login system, now integral to daily operations, by seamlessly integrating Vue.js, PHP (Laravel), HTML, and Tailwind CSS. Successfully navigated the project from conceptualization to production, ensuring a secure, user-centric, and operationally efficient solution. Distinct user roles, self-management tools for employees, and streamlined project assignments for managers underscore the enduring impact of this initiative on organizational dynamics. Admin privileges for seamless database control further enhance the project's ongoing success.
  • Valuence Technologies
    Ai Engineer
    Valuence Technologies Aug 2020 - Dec 2020
    Led research and documentation of NLP techniques—Named Entity Recognition, sentence classification employing transformer-based models like BERT, Distill BERT, RoBERTa tailored for Japanese language. Additionally, contributed to pioneering research in preparing Japanese language word embedding models.

Manoj Reddy Education Details

Frequently Asked Questions about Manoj Reddy

What company does Manoj Reddy work for?

Manoj Reddy works for Avaya

What is Manoj Reddy's role at the current company?

Manoj Reddy's current role is Software Engineer III.

What schools did Manoj Reddy attend?

Manoj Reddy attended Indian Institute Of Technology, Guwahati, G. Pulla Reddy Engineering College.

Who are Manoj Reddy's colleagues?

Manoj Reddy's colleagues are Kishore R, Devang Solanki, Rudy Payne, William Haigney, Cheryl Klinefelter, Frank Torsen, Marcondes Lacerda.

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