Manohar Chilamkuri Email & Phone Number

Lake Mary, Fl, Us

Lake Mary, Florida, Us

Working on building conversational chatbots, seq2seq models, microservices, and google dialog flow API management using NLP, Nodejs, Python, and GCP. - Designing and building conversation flow on the Dialogflow platform, including designing conversational responses on the API layer and integrating them with conversation flows on Dialogflow. -Researching intent detection and named entity recognition approaches for chatbots -Working on both voice-based and text-based chatbots, and providing consultations and recommendations on chatbot development, such as for healthcare, mental health, or clinical assistance -Integrating chatbots or IVRs with platforms such as Twilio, Telegram, WhatsApp, Slack, and media platforms using Google Dialogflow to support end users. -Implemented ChatGPT rest API for code assistance and integrated with Apple Siri. -Building webhook services for integrating customized templates with rich responses. -Implementing CI/CD process on the GCP environment using Docker, Cloud Build, GCR, and Cloud Run.

Houston, Texas, Us

Worked on building Enterprise Search applications, Recommendation Systems, and Classification Models using PyTorch, Tensorflow, Keras, Natural Language Processing, and Contextual Chatbots.- Applications of machine learning to build text analytics solutions.- Worked on building seq2seq models, and dialog flow management for Chatbots with NLP, PyTorch, and RASA.- Building enterprise search and e-commerce applications using Solr, Elasticsearch, and Machine Learning, built Rest APIs using flask and Streamlining ML Model deployment in Ezmeral and other Cloud environments.- Working on Computer Vision for large-scale Image classification and Pattern Recognition.- Integrating RDBMS and MongoDB with Apache Superset, Kibana, and Banana for Visualizing and developing BI solutions (Dashboards, Analytic reports) and performing the search and analytics in real-time at a petabyte scale.

Houston, Texas, Us

Worked on Text Mining, Log Analysis, NLP, Big Data processing, and real-time data processing using Apache Kafka and Spark streaming! - Indexing billions of structured, unstructured, and semi-structured data from multiple sources into SolrCloud / Elastic cluster for performing the search and analytics in real time. - Experience in developing ETL solutions from source systems to Azure Data Storage services using a combination of Azure Data Factory, Azure Lake Analytics, and PySpark. Data ingestion to Azure Services and processing data using Databricks.- Experience working on NiFi to ingest data from various sources, and transform, enrich and load data into various destinations. - Wrote Spark Streaming applications to consume the data from Kafka topics and write the processed streams to HBase and also worked on Apache Spark and Elasticsearch integration. - Developed multiple algorithms and built pipelines for scraping data from different sources like FTP links, Websites, SharePoints, RDBMS, and NoSQL and indexing into Solr, ingesting a large amount of data inside HDFS from various sources! - Setting up high availability Hadoop, SolrCloud / Elastic cluster. - Built token-based rest APIs for third-party tool integration.

Visakhapatnam, In

Worked on building web applications using Python and Django. - Analyzing structured and unstructured data using Natural Language Processing and Text Analytics. - Design, develop, deploy and support RESTful API services! - Designed and created data extracts, supporting Banana, PowerBI, Tableau, or other visualization tools reporting applications - Worked on Django ORM module for signing complex queries.

Bachelor Of Technology - Btech, Electronics And Communications Engineering

Master'S In Machine Learning And Big Data., Deep Learning, Nlp, Computer Vision And Big Data