Talha Muhammad Email & Phone Number

Project: Maven AI - Development of Conversational AI to chat with data.Research Phase: - Curated and synthesized datasets to enhance GPT model performance for ClickHouse SQL queries. - Conducted comprehensive evaluations of AI frameworks and conversational tools. - Used an in-house query engine leveraging LLM function calling for efficient SQL query generation. - Selected OpenAI's Assistant, over langchain, API for its simpler integration and feature set, ensuring … Show more Project: Maven AI - Development of Conversational AI to chat with data.Research Phase: - Curated and synthesized datasets to enhance GPT model performance for ClickHouse SQL queries. - Conducted comprehensive evaluations of AI frameworks and conversational tools. - Used an in-house query engine leveraging LLM function calling for efficient SQL query generation. - Selected OpenAI's Assistant, over langchain, API for its simpler integration and feature set, ensuring optimal performance in conversational AI applications.Beta Product Development: - Developed and deployed advanced conversational AI capabilities using OpenAI's Assistant API. - Optimized user interaction and response accuracy, enhancing overall user experience. - Integrated user message threads and optimized chat flows to improve engagement and retention. - Introduced interactive data visualization features via charts, facilitating intuitive data exploration and analysis. Show less

Project 1: Social Media Data Integration and Dashboard DevelopmentData Collection and Integration: Created pipelines that utilized APIs to collect user data from Twitter, Instagram, Facebook, and YouTube, ensuring compliance with user permissions and privacy policies.Data Cleaning and Preparation: Executed comprehensive data cleaning processes to ensure the accuracy and consistency of collected data.Database Management: Designed and maintained ClickHouse tables for efficient… Show more Project 1: Social Media Data Integration and Dashboard DevelopmentData Collection and Integration: Created pipelines that utilized APIs to collect user data from Twitter, Instagram, Facebook, and YouTube, ensuring compliance with user permissions and privacy policies.Data Cleaning and Preparation: Executed comprehensive data cleaning processes to ensure the accuracy and consistency of collected data.Database Management: Designed and maintained ClickHouse tables for efficient storage and retrieval of user data.SQL and Query Development: Developed and optimized Clickhouse SQL queries for data extraction and analysis on user data.Dashboard Creation and Maintenance: Built interactive dashboards backend to visualize metrics and facilitate data-driven decision-making for stakeholders.Project 2: Elasticsearch to ClickHouse MigrationData Collection and Integration: Converted the ingestion pipeline of RSS feed data from various websites to ingest to clickhouse over elastic search.Database Management: Migrated user data from Elasticsearch to ClickHouse, involving table creation and data transfer.SQL and Query Development: Created and optimized queries to support interactive dashboards displaying processed feeds and key metrics. Show less