Sumera Anjum
Graduate Research Assistant
United States
Summary
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Rockstar🎓
Top SchoolSumera Anjum is a research-focused software engineer with eight years of experience bridging enterprise systems and cutting-edge NLP research, currently advancing safe LLM use in healthcare as a Graduate Research Assistant at the University of North Texas. She developed the HALO framework to reduce hallucinations in medical QA by combining RAG, MMR, and prompt engineering techniques, boosting performance on the large MedMCQA benchmark and demonstrating scalability across commercial and open-source models. Prior to research, she built production tooling at Amazon’s Kindle team—automating diagnostics and ticketing with AWS services—and has deep experience implementing enterprise HR systems and data migrations in Oracle Fusion HCM. Sumera is also an experienced educator who has supported over 300 students in NLP, ML, and big data courses, and she pairs hands-on model engineering (LangChain, Instructor-XL embeddings) with a practical knack for operationalizing solutions.
8 years of coding experience
Bachelor of Technology - BTech, Computer Science, 8.91/10, Bachelor of Technology - BTech, Computer Science, 8.91/10 at Sreenidhi Institute of Science and TechnologyMaster's degree, Computer Science, 4/4, Master's degree, Computer Science, 4/4 at University of North Texas
Stackoverflow
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Github Skills (178)
python10
ebpf10
suricata10
libbpf10
bpf10
ruby10
security10
infrastructure10
profiling10
systemd10
cpp10
pprof10
monitoring10
javascript10
system-programming10
Programming languages (11)
Github contributions (5)
Sylfrena/sumosays
Sep 2020 - Jul 2024
Contributions:1 PR, 46 pushes, 6 branches in 3 years 10 months
Sylfrena/parca-agent
Oct 2021 - Feb 2024
eBPF based always-on profiler auto-discovering targets in Kubernetes and systemd, zero code changes or restarts needed!
Contributions:32 pushes, 20 branches in 2 years 3 months
bpfzerodiscoveringebpflinux
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