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Agam-Saraf/README.md

Typing SVG


About Me

  • 🎓 MS Computer Science @ Georgia Tech — GPA 3.83/4.0
  • 💻 SWE Intern @ Cantor Fitzgerald (O'Connor)
  • 🔬 Graduate Student Researcher @ Internet Intelligence Lab — RPKI routing security
  • 🧑‍🏫 Graduate TA for Computer Networking (CS 3251)
  • 💼 3 years as SDE @ Enfusion (Clearwater Analytics) — scaled an OEMS processing 10M+ daily trade events for 100+ hedge-fund clients
  • 📚 92+ citations on Google Scholar

Interests

Distributed Systems · Real-Time Data Infrastructure · Systems for ML · Internet Security


🛠️ Tech Stack


📌 Featured Projects

Project Description Stack
RPKI-Temporal-Anomalies Temporal revocation analysis across 5 RIRs — discovered 99.87% of RPKI revocations are silent withdrawals. Isolation Forest anomaly detection on 846K+ revocations. Python · scikit-learn · pandas · plotly
SOZFormer Transformer-based seizure onset zone detection from intracranial EEG. Harmonized 4 multi-center SEEG datasets (190+ patients), achieving AUROC ≥ 0.80. Python · PyTorch · Transformers
Normalizing-Flows-Portfolio-Optimization Conditional Neural Spline Flows for risk-averse Mean-CVaR portfolio optimization on S&P 500. 97.6% predictive interval coverage during market crises. Python · PyTorch · normalizing flows
Agentic-Context-Engineering 3-stage Dynamic Context Engineering framework for reliable LLM tool-calling. Reflector-Curator feedback loop with key-value vector DB. Python · LangChain · DeepSeek-V3
Advanced-Operating-Systems 5 systems projects: thread-safe producer-consumer, VM CPU/memory scheduling, MPI/OpenMP barriers, async gRPC distributed store, MapReduce with fault tolerance. C · C++ · gRPC · pthreads · MPI · OpenMP

Open to Software Engineering, Systems/Infrastructure, ML Engineering, and Platform roles.
📬 asaraf61@gatech.edu

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  1. Agam-Saraf Agam-Saraf Public

  2. Advanced-Operating-Systems Advanced-Operating-Systems Public

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  3. Normalizing-Flows-Portfolio-Optimization Normalizing-Flows-Portfolio-Optimization Public

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  4. SOZFormer SOZFormer Public

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  5. Agentic-Context-Engineering Agentic-Context-Engineering Public

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