Anish Reddy Alle

Hello! I'm a Computer Science and Finance student at UT Dallas. I am focused on building low-level, performance-critical systems and researching applied machine learning for human-computer interaction.

Projects 🛠️

• HARP — The backbone of HackUTD's hacker application review platform and general operations. Built for 1000+ hackers and 100+ volunteers. Written in Go and React.
• wo — wo(rkspace management). a fast workspace management and CD tool. CLI written in Go. (hover to see demo)

Research 🔬

• Lost in Space (In progress under Professor Rawan Alghofaili) — Engineered a novel gaze-contingent navigation aid for Mixed Reality. Built and trained an LSTM model to classify complex eye-tracking sequences and predict user navigation needs.
• Adveyes (ACM Symposium Winner) — Researched speech and eye-tracking analysis for cognitive state classification. Built an ML pipeline using temporal sequential processing and acoustic feature extraction to achieve an 0.91 AUC-ROC.
• insider — Insider trading detection on Polymarket using the Polygon blockchain. Built an LSTM, RNN, and Logistic Regression with 0.85 AUC-ROC.
• YOLO — A fine-tuned LLM + scene graph reasoning used for navigation by visually impaired individuals and use temporal retrieval. Built with PyTorch.