Sachin Borse
Collaborators
rushikesh bhogade
@channubhogade22223798
nikhil kurle
@nikhilkurle.nbnscoe.comp6783
22_HArsh
@harshkonda20021103
Sachin Borse
SocialAI-PreHackathon Assignment
Transforming engagement insights with AI-powered analysis.
Designed With 😇 :
This project is a comprehensive analytics module designed to analyze social media performance. By leveraging Langflow, DataStax Astra DB, and GPT, it fetches engagement data (likes, shares, comments, and post types), processes it, and provides actionable insights. This enables users to make data-driven decisions, optimize their strategies, and improve content engagement.
GitHub Link 🔗
Deploy Link 🔗
Problem it solves 🙅♂️
- Social media performance metrics are scattered and often hard to interpret. This tool solves the problem by: Automating data aggregation from a database. Offering precise performance metrics for different post types (e.g., carousel, reels, static). Generating AI-based insights to enhance decision-making and boost engagement. Practical applications: Helps marketing teams optimize content strategies. Reduces time spent on manual analytics. Improves ROI on social media campaigns.
Challenges I ran into 🙅♂️
- While building this project, we encountered both technical and learning challenges. Here’s how we turned them into opportunities for growth: Exploring New Technologies: We used AstraDB and Langflow for the first time, which presented a steep learning curve. Instead of seeing this as a hurdle, we embraced it as a chance to explore new tools and expand our skill set in a fun and rewarding way. The hands-on experience helped us understand their capabilities and potential in real-world applications. Deploying and Creating APIs: A real challenge emerged during the deployment of APIs, requiring us to debug and optimize the backend efficiently. This experience deepened our understanding of API management and best practices, making the process invaluable for future projects. These challenges not only strengthened our technical knowledge but also encouraged teamwork and creative problem-solving.
fewab
· @fewab · Jan 10, 2025Brilliant work! You've seamlessly integrated FastAPI, React, and AI to tackle the challenges of social media analytics. Leveraging Langflow and AstraDB demonstrates your expertise with cutting-edge technologies, while your ability to transform deployment challenges into valuable learning experiences highlights exceptional resilience and problem-solving skills. The live deployment at [socialai.neusec.in](https://socialai.neusec.in) is a testament to your dedication and technical prowess—an outstanding accomplishment in turning a concept into a polished, impactful solution!
fohe
· @fohe · Jan 10, 2025The live demo at socialai.neusec.in is a fantastic achievement—well done on taking this project from idea to a fully functional solution!
sisip26795
· @sisip26795 · Jan 10, 2025FastAPI, React, and AI to address a real challenge in social media analytics. The integration of Langflow and AstraDB highlights your strong technical skills
fowaye4673
· @fowaye4673 · Jan 10, 2025Leveraging Langflow and AstraDB demonstrates your expertise with cutting-edge technologies, while your ability to transform deployment challenges into valuable learning experiences highlights exceptional resilience and problem-solving skills.
jonson
· @jonson · Jan 10, 2025Brilliant work! You've seamlessly integrated FastAPI, React, and AI to tackle the challenges of social media analytics. Leveraging Langflow and AstraDB demonstrates your expertise with cutting-edge technologies, while your ability to transform deployment challenges into valuable learning experiences highlights exceptional resilience and problem-solving skills. The live deployment at [socialai.neusec.in](https://socialai.neusec.in) is a testament to your dedication and technical prowess—an outstanding accomplishment in turning a concept into a polished, impactful solution!
shruti
· @shruti · Jan 10, 2025Great work on SocialAI! Simplifying social media analytics with tools like FastAPI, React, and Langflow is impressive. Tackling challenges like new tech and API deployment shows your dedication. Kudos for creating such an impactful project!
sejepi4051
· @sejepi4051 · Jan 10, 2025Your integration of Langflow and AstraDB shows great technical versatility, and turning deployment challenges into learning opportunities demonstrates excellent problem-solving skills.
akolax921
· @akolax921 · Jan 10, 2025Amazing work! It's impressive how you've brought together FastAPI, React, and AI to address a real challenge in social media analytics. The integration of Langflow and AstraDB highlights your strong technical skills, and your ability to turn deployment hurdles into learning moments showcases exceptional problem-solving.
dodake_3003
· @dodake_3003 · Jan 10, 2025Amazing work! It's impressive how you've brought together FastAPI, React, and AI to address a real challenge in social media analytics. The integration of Langflow and AstraDB highlights your strong technical skills, and your ability to turn deployment hurdles into learning moments showcases exceptional problem-solving. The live demo at socialai.neusec.in is a fantastic achievement—well done on taking this project from idea to a fully functional solution!
Nielish kurle
· @nielishkurle0072003 · Jan 10, 2025Fantastic project! Love how you've combined FastAPI, React, and AI to solve a real pain point in social media analytics. Your integration of Langflow and AstraDB shows great technical versatility, and turning deployment challenges into learning opportunities demonstrates excellent problem-solving skills. The live demo at socialai.neusec.in is impressive - way to go from concept to working solution! 🚀