Shreehitha Arushan
Software Engineer
About
B.Tech graduate, IIT Kanpur with professional experience in software development & AI engineering at Outlier AI & Handshake AI. Proficient in full-stack development using Python, Django, Flask, Node.js, SQL, and REST APIs. Built 12 end-to-end production ready applications including financial dashboards, AI-integrated tools, and real-time data platforms.
Skills & Expertise (33)
Work Experience
Software Engineer
Handshake AI
May 2026 - Present
Built an XGBoost surrogate model with a leverage-based applicability-domain framework to detect out-of-distribution inputs, improving prediction reliability for an LLM-assisted regression pipeline. Engineered a Gaussian copula-based feature dependency model to quantify prediction confidence, enabling automated flagging of low-trust predictions in an AI-driven deployment workflow.
AI Prompt Engineer, Coder & LLM Trainer
Outlier AI
May 2023 - Aug 2025
Authored 100+ high-difficulty programming problems across Python, Go, and Java on Project Spider Web, targeting real-world LLM failure patterns to improve fine-tuning data quality for state-of-the-art language models. Reviewed and validated 500+ code-based benchmark submissions as Senior Reviewer, enforcing correctness and evaluation consistency across the training data pipeline.
Education
B.Tech, Materials Science & Engineering - Indian Institute of Technology (IIT) Kanpur
2022 - 2026 ยท Afghanistan
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Skills (33)
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