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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
AI-Powered-RAG-Document-Retrieval-System
July 30, 2025 – August 9, 2025
A FastAPI-based RAG service that ingests PDFs, Office files, and HTML, applies semantic-aware recursive chunking with metadata enrichment, and stores embeddings in Pinecone for accurate semantic search and QA. Integrated Redis caching, token-based authentication, and PostgreSQL logging to deliver low-latency, production-ready responses.
View ProjectReal-Time-Flight-Delay-Data-Analysis-Pipeline
October 31, 2024 – November 2, 2024
A real-time flight data pipeline using Kafka to stream 1M+ records into AWS S3, containerized with Docker. Automated schema discovery with AWS Glue Crawlers, performed ETL using PySpark, loaded transformed data into AWS Redshift, and visualized insights through Tableau dashboards.
View ProjectCatalyst_HackNCode
October 26, 2024 – October 26, 2024
AI-driven chemistry education platform using the MERN stack, TailwindCSS, and Flask, integrating GPT, BERT, Decimer, and the PubChem API. Implemented compound lookup across 10,000+ chemicals, AI-generated quizzes from 12th-grade PDFs with a leaderboard system, and molecule recognition via canvas-based drawing for instant chemical insights.
View Projectwalmart_sparkathon
August 13, 2024 – August 14, 2024
codebase for WALLE - product developed for walmart sparkathon hackathon
View ProjectTechnovate2023_SnackOverflow
September 16, 2023 – September 17, 2023
Technovate2023_SnackOverflow — GitHub repository
View ProjectCultural Fit Analysis
The candidate demonstrates a strong inclination towards personal projects, particularly in AI/ML and data engineering, which suggests a proactive and self-driven learning attitude. The diversity of technologies used (Python, TypeScript, JavaScript, various AWS services, Docker, MERN stack) indicates adaptability and a broad technical interest. However, without information on team collaboration or professional experience, a comprehensive cultural fit assessment is limited.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions indicate an ability to work on complex technical challenges, but there is no information regarding collaboration, problem-solving approach, or communication style.