Skip to content
View Siddhanthguptaa's full-sized avatar

Highlights

  • Pro

Block or report Siddhanthguptaa

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Siddhanthguptaa/README.md

Siddhanth Gupta

πŸš€ πŸ’» Software Engineer | ML Systems & Scalable Architecture

LinkedIn Gmail Portfolio


⚑ About Me

  • 🎯 Building scalable backend systems
  • 🧠 Strong focus on Graph ML, real-time pipelines, and explainable AI
  • βš™οΈ Love designing end-to-end architectures (API β†’ DB β†’ ML β†’ UI)
  • πŸ“ Delhi,India

🧠 Core Expertise

struct Siddhanth {
    string focus = "Backend + AI Systems";
    vector<string> domains = {
        "Fraud Detection",
        "Fintech Infrastructure",
        "Graph Neural Networks",
        "Distributed Systems"
    };
    string current_mission = "Building production-grade AI systems";
};

βš™οΈ Tech Stack

πŸ§‘β€πŸ’» Languages

C++ Python JavaScript TypeScript

πŸš€ Frameworks

React Next.js Node.js FastAPI

πŸ—„οΈ Databases

PostgreSQL MySQL Neo4j Redis

πŸ€– AI / ML

PyTorch PyG LLM XAI GNN


πŸ“¬ Connect With Me

LinkedIn Gmail Portfolio


⚑ "I don't just build projects β€” I design systems."

Profile Views

Pinned Loading

  1. Finrag Finrag Public

    Citation-grounded financial research over SEC EDGAR. Hybrid retrieval, cross-encoder reranking, 0.73 RAGAS faithfulness, Redis-cached to <200ms.

    Python

  2. ChainVigil-Cross-Channel-Fraud-Intelligence-System ChainVigil-Cross-Channel-Fraud-Intelligence-System Public

    GraphSAGE + GAT pipeline detecting money mule rings across UPI, ATM, and mobile. 500+ accounts, SHAP explainability, privacy-preserving inter-bank sharing.

    Python

  3. sats_router sats_router Public

    Multi-agent AI where agents hire and pay each other via Bitcoin Lightning. LLM orchestration, L402 micropayments, staking, escrow, and reputation scoring.

    TypeScript

  4. Sre_Gym Sre_Gym Public

    RL environment for automated incident response. PPO agents score 0.87 vs 0.49 LLM baseline on root-cause diagnosis across cascading production failures.

    Python