
yashash mathur
@yashashmathur
I build secure agentic AI systems, LLM workflows, and cybersecurity tools.
What I'm looking for
At ClassVerse, I architected multi-step agentic workflows with tool calling, memory management, structured output validation, and error recovery for client-facing products. I also redesigned a data pipeline that eliminated a 60% manual workflow bottleneck.
I've built an AI Resume Job Tracker that combines LangGraph, RAG, FastAPI, and OpenAI APIs to reduce manual application effort by about 80%. My projects also include FreshTrack AI, a 94%+ accurate fruit-quality system, and ThreatLens, a security triage pipeline with PII redaction and prompt-injection-safe framing.
As Club Head for AI & Cybersecurity at AEGIS, I grew the community from 5 to 30+ members and led a 15-member technical team. I've delivered workshops for 200+ students on adversarial ML, LLM jailbreaking, and prompt injection, and co-authored peer-reviewed cybersecurity education research.
Experience
Work history, roles, and key accomplishments
Club Head — AI & Cybersecurity
AEGIS, RVITM
Oct 2024 - Present (1 year 11 months)
Scaled AEGIS from 5 to 30+ members, leading a 15-member core technical team. Designed and delivered workshops training 200+ students on adversarial ML and LLM security, and co-authored a peer-reviewed literature review.
AI/ML Engineer Intern
ClassVerse
Mar 2025 - Sep 2025 (6 months)
Architected multi-step agentic workflows with tool calling, memory management, and structured output validation. Built n8n-orchestrated Telegram bot and Supabase-backed text-to-image platform, and eliminated a 60% manual workflow bottleneck.
Education
Degrees, certifications, and relevant coursework
RV Institute of Technology and Management
Bachelor of Engineering, Information Science and Engineering
2023 -
Grade: 8.6/10
Pursuing a Bachelor of Engineering in Information Science and Engineering with a CGPA of 8.6/10. Coursework includes Machine Learning, Deep Learning, Neural Networks, Data Structures & Algorithms, Network Security, and Database Management Systems.
Availability
Location
Authorized to work in
Salary expectations
Job categories
Skills
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