Mayank Tiwari

Intern @ AgDeed · IRIS, NITK · NITK'28

I'm a Product Engineer Intern at AgDeed — shipping production features and collaborating with founders & engineers.
Web Developer at IRIS, NITK — contributing to a platform serving 10K+ users and 1M+ annual requests.
Built ORION — a Go-based container orchestrator with Raft consensus, network-aware scheduling, and fault-tolerant state management.
Building Memoir — an AI knowledge graph connecting Slack, GitHub & Notion with hybrid semantic retrieval.
Studying Civil Engineering + Minor in ML at NITK Surathkal (CGPA 8.50).

GitHub activity

@m4yankkkk

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Activities

Executive Member

IET Cipher, NITK

Mentored 80+ juniors on Multi-Agent AI systems (MCP, A2A, Qdrant). Organized 3+ tech events, growing participation by 30%.

Executive Member

Web Enthusiasts' Club, NITK

Contributed to WEC website maintenance. Promoted 3+ GDG Push2Prod workshops and grew community participation.

Experience & education

AgDeed LLP5 mos

Product Engineer Intern

Mar 2026 - Present · 5 mos

Defined technical product specifications for 15+ production features, documenting user flows, interaction logic, loading/error states, validation rules, and developer handoff artifacts to accelerate implementation.

IRIS, NITK9 mos

Web Developer

Nov 2025 - Present · 9 mos

Contributed to an institute-wide platform serving 10K+ active users and processing over 1M+ requests annually across multiple modules.

Education

National Institute of Technology Karnataka, Surathkal3 yrs 9 mos

Bachelor of Technology

Aug 2024 - May 2028 · 3 yrs 9 mos

Major: Civil Engineering — CGPA: 8.50

Minor: Machine Learning — CGPA: 8.00

Projects pinned up

ORION

A Go-based container orchestrator with network-aware scheduling using latency, bandwidth, and node scores. Features Raft consensus via etcd for fault-tolerant cluster state, leader election, and automatic recovery.

Memoir

An Engineering Knowledge Graph integrating Slack, GitHub, and Notion. Uses hybrid AI retrieval (pgvector + Neo4j graph traversal) for contextual LLM responses, with a secure MCP server and multi-tenant SaaS dashboard.

Coastal Erosion Monitor

ML-driven pipeline on Google Earth Engine processing 8 years of Sentinel-2 imagery. Detects sub-pixel shoreline changes using Otsu's Thresholding and Canny Edge Detection, with Linear Regression forecasting through 2026.