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Achievement: Pull Shark

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Achievement: Pull Shark

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pranavsaireddy/README.md 
class Pranav:
    name       = "Malreddy Pranav Sai Reddy"
    education  = "B.E. Computer Science @ CBIT Hyderabad ('27)"
    focus      = ["Multi-agent systems", "RAG pipelines", "Backend APIs"]
    stack      = {
        "AI/ML"    : ["LangGraph", "LangChain", "PyTorch", "pgvector", "ChromaDB", "FAISS"],
        "Backend"  : ["FastAPI", "Node.js", "Flask", "PostgreSQL", "MongoDB"],
        "Infra"    : ["Azure AKS", "Kubernetes", "Docker"],
        "Languages": ["Python", "JavaScript", "SQL", "Java"],
    }
    currently  = "Contributing to LangChain open source · Targeting SWE internships"
    ask_me     = "LLM pipelines · agentic architectures · production FastAPI design"

🔨 What I've Built

Project Description Stack
AI Gym Assistant Multi-agent fitness assistant — planning, nutrition & progress agents with memory, built on real data from ~400 members LangGraph · LLaMA 3.3 70B · FastAPI · pgvector
Civic Sense Civic issue platform — RAG pipeline auto-routes citizen reports to the correct city department React Native · LangChain · ChromaDB · Groq · Node.js
SAR UAV System RGB-thermal fusion for UAV survivor detection — cross-modal attention suppresses hot-debris false positives PyTorch · FastAPI · WebSocket · LLVIP
AI Debugger RAG observability tool — traces every pipeline stage, detects hallucinations & retrieval failures, surfaces fix suggestions FastAPI · OpenAI · FAISS · React

🛠️ Tech Stack

💼 Experience

Backend Engineering Intern — UTMverse (2024)

REST APIs and Kubernetes deployments on Azure AKS for a UAV Traffic Management platform under ASTM F3548-21 compliance.

Cloud Intern — Minfy Technologies (2024)

Worked with AWS cloud services and Jira-based delivery workflows.

Open to SWE internship opportunities · Always building something

Pinned Loading

  1. ai_based_civi_reporting ai_based_civi_reporting Public

    Civic issue reporting platform — RAG pipeline routes reports to city departments · React Native · LangChain · ChromaDB · Groq

    JavaScript 6

  2. ai_debugger ai_debugger Public

    RAG pipeline observability tool — query tracing, hallucination detection, retrieval scoring · FastAPI · OpenAI · FAISS · React

    Python 6

  3. gym_ai_assistant gym_ai_assistant Public

    Multi-agent AI fitness assistant — LangGraph · LLaMA 3.3 70B via Groq · FastAPI · pgvector · built on real gym data

    Python 6

  4. sar_uav sar_uav Public

    RGB-thermal fusion for UAV survivor detection — PyTorch cross-modal attention · FastAPI · WebSocket · LLVIP dataset

    Python 7