METY Legal Chatbot
AI / Full Stack, '26 — Personalized AI legal assistant that knows what you don't know.
METY Legal Chatbot
https://mety.legal
+
mustakim.dev
https://www.linkedin.com/in/mustakim-shikalgar
+I build distributed systems,
intelligent agents & research.
Software Engineer · MS @ ASU.
IEEE published. Top 15% on LeetCode.
Selected Work · 2025 - 2026
AegisFlow
Distributed Systems / LLM Infrastructure, '26 — Reliability infrastructure for LLM pipelines — scoring, fallback, and chaos.
AegisFlow
https://aegisflow.dev
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Missing Persons Knowledge Graph
Research / Knowledge Graph, '24 — An OWL/SPARQL knowledge graph over 3,559 NamUs cases — published at IEEE COMPSAC 2025.
Missing Persons Knowledge Graph
https://missing-persons-knowledge-graph.vercel.app
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Distributed Key-Value Store
Distributed Systems, '26 — Paper-faithful Raft in Java — 17,857 ops/sec, sub-1 ms p99, survives 2-of-5 node failures.
mustakim@portfolio: ~/projects/distributed-kv
Semiconductor Yield Predictor
Machine Learning, '25 — Catches 76% of wafer failures on a 14:1-imbalanced dataset — beats four baselines including XGBoost + SMOTE.
Semiconductor Yield Predictor
https://localhost:8501/secom
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PixelDrive: Road Scene Segmentation
Computer Vision, '25 — Three segmentation models compared honestly — U-Net wins 79.33% mIoU on Carla, live on Hugging Face.
PixelDrive: Road Scene Segmentation
https://huggingface.co/spaces/mustakimfs/pixelDrive
+U-Net · 256 × 256 · 13 classes · TensorFlow
PixelDrive·Road Scene Segmentation
mIoU 79.33%
Input
Mask
Overlay
Road38.2%
Building21.0%
Vegetation14.7%
Sky10.1%
Car 7.3%
Sidewalk 4.6%
Pedestrian 2.1%
Traffic Sign 1.4%
Launch Parameters
Orbital Mechanics / Data Viz, '23 — Interactive launch planning from any point on Earth.
Launch Parameters
https://launch-parameters.local
+More work
Smaller builds and side projects — algorithms, tools, and games. Each one still ships a full case study.
De Bruijn Genome Assembler
Systems / Algorithms, '22 — De Bruijn graph + iterative Eulerian traversal — 33,609 reads → 5,396 bp at 99.9% coverage in ~2 seconds.
Job Hunt Dashboard
Desktop / Productivity, '26 — Local-first Electron tray app — Gmail sync, BYOK multi-LLM classification, and a live Wallpaper Engine dashboard.
Zebradoodle
Web / Games, '25 — Four daily puzzle modes sharing one two-pass scoring core — ported from a 2022 Java CLI to a static React bundle.