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amacharla15/README.md

Achievements

  • Built Chaos Reviewer — AI agent (Fetch.ai track @ Cal Hacks) — ~7.2K interactions
  • AWS Certified Developer – Associate
  • AWS Machine Learning Foundations
  • Udacity — Introducing Generative AI with AWS
  • Meta Backend Developer (Coursera)

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  1. FlashSeatReservation FlashSeatReservation Public

    Flash-sale seat reservation backend (holds + bookings) built with Spring Boot + PostgreSQL, with concurrency-safe constraints, Flyway migrations, Docker, GitHub Actions CI/CD, and Azure Container A…

    Java

  2. Hardware-Aware-Training-Time-Throughput-Prediction Hardware-Aware-Training-Time-Throughput-Prediction Public

    Hardware-aware CNN training performance predictor for CIFAR-10 on NVIDIA A100—learns sec/epoch from config features and derives throughput (images/sec) from predicted time.

    Python

  3. Doc-Rag-Agent Doc-Rag-Agent Public

    Doc RAG Agent is a custom lightweight document Q&A system built from scratch that retrieves relevant chunks from PDFs, answers using only that evidence, and enforces verified citations (or abstains…

    Python

  4. LLM-Fine-Tuning LLM-Fine-Tuning Public

    LoRA fine-tuning project where a small instruct LLM learns to output schema-valid tool-call JSON for support ticket creation (or NEED_INFO when required fields are missing), with a baseline vs LoRA…

    Python

  5. Streaming-Funnel-Forecasting-Anomaly-Detection Streaming-Funnel-Forecasting-Anomaly-Detection Public

    Built a Kafka-compatible streaming pipeline (Redpanda) and Spark Structured Streaming job to aggregate clickstream events into minute-level funnel metrics, generated EWMA forecasts with prediction …

    Python

  6. University-Marketplace University-Marketplace Public

    A campus-only marketplace web app where students can create listings with images, discover items via search/filters, chat with sellers, schedule on-campus meetups, and leave reviews—running on Djan…

    HTML