Vinay Kumar Mandadi
I build AI agents and multi-agent systems in Python
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Built AIRIMF — an AI-driven risk prediction framework for software project management that uses Random Forest on real GitHub issue data from VSCode and React repositories to flag high-risk tasks before they derail delivery.
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Adversarial multi-agent validation system where four LLMs from different providers debate, critique, and refine every answer through an iterative proposer-critic-arbiter loop before returning a confidence-scored output.
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Built a personal automation that scrapes 190+ university admissions portals daily, evaluates deadline urgency, scores profile fit, and delivers a color-coded HTML email digest every morning at 9AM — zero manual checking required.
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:Built Veridian — a 4-model adversarial business intelligence system where Gemini, Llama, and GPT-4o-mini debate every answer before you see it, grounded in live web search with a full audit trail and confidence score.Built Veridian — a 4-model adversarial business intelligence system where Gemini, Llama, and GPT-4o-mini debate every answer before you see it, grounded in live web search with a full audit trail and confidence score.
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