ABHIN KRISHNA M P
INCIDENT REGISTRY
Documented system failures · Root cause analysis · Verified architectural fixes
VERIFIED DETECTIONS
Hover any card to run confidence scan · 5 verified systems · 0 abandoned
MiningWatch
Illegal Mining Detection System
Spectral analysis alone flagged parking lots and riverbeds as mines. Topography unmeasured. Legal boundaries ignored.
Triple-Lock: (1) NDBI/NDVI dual-filter; (2) DEM depth-threshold ≥2.0m; (3) GeoJSON legal geo-fence overlay. Outputs forensic 3D TIN mesh + PDF enforcement reports.
CampusDine
Full-Stack Campus Ordering Platform
Manual queues: 8–12s update lag. No kitchen prep-timing signals. Zero order visibility.
Dual interface: student live-tracking + admin QR delivery verification. Socket.IO realtime sync, JWT + Google OAuth, CORS hardened.
Whitematrix
AI-Powered NLIDB Architecture
Full DB schema bloated prompts → hallucinations + 3× latency spike on large schemas.
Librarian layer (dynamic schema injection) → Specialist (Llama 3 at temp=0) → Executor (read-only SQLAlchemy).
Go Worker Pool
Concurrent Job Processing Engine
Sequential processing blocked API. Naive retry caused thundering-herd. No graceful shutdown.
Goroutine pool with channel dispatch. Exponential backoff + jitter retries. Context lifecycle management.
Life OS
Personal Operating System
Fragmented productivity tools. No unified XP/streak/journal system. Zero consistency enforcement.
XP system quantifies effort → streaks maintain momentum → journal captures growth. React + Framer Motion, Django + PostgreSQL.
INSTRUMENTATION
Grouped by what each instrument detects or controls · not a resume list
Concurrency & Load
4 technologies
Goroutine pools, channel dispatch, race-free under burst — proven at 5000 jobs/min
Goroutines, channels, worker pools, REST with Gin, context lifecycle
Mutex, channel sync, race detection, graceful shutdown
Jitter retries, thundering-herd prevention, context cancellation
RESTful architecture, versioning, auth, controller/service separation
COMPETITIVE WINS
Hackathon wins · National competitions · Technical leadership
SIH '25 Finalist
Illegal Mining Detection
Smart India Hackathon — National
Selected as national finalist with MineGuard using satellite imagery & Triple-Lock verification.
Game of Life Hackathon
20-Hour Sprint
TKM College of Engineering
Technical lead. Built architecture prototype under 20-hour pressure with focus on system design.
War Room 3.0
210+ Teams Competing
GEC Thrissur
Placed top 15 among 210+ teams. Demonstrated technical depth under rigorous evaluation.
Synovate 2025 Ideathon
20 of 45 Shortlisted
Christ College of Engineering
Secured 2nd of 20 shortlisted teams. Pitched and executed innovative technical solution.
DesignQuest Sprint
7-Hour Sprint
CCE Irinjalakuda
Rapid prototyping under extreme time pressure. 2nd place with clean execution.
IEEE CS Student Branch
Technical Lead
IEEE Computer Society — Christ
Leading workshops, backend content, and community building for IEEE CS Student Branch.
FOSS Club
Event Coordinator
Christ College
Organizing and leading events promoting free and open-source software within the campus.
BeachHack Season 7
Core Organizing Member
Christ College
Core committee member for organizing the 7th edition of BeachHack, managing logistics and technical prep.
CODE Community
Core Technical Member
Christ College
Core contributor to CODE Community. Focus on backend, systems design, mentoring.
College Website
Production System Owner
Christ College — Apr 2025 → Now
Sole developer maintaining the college official website — a live production platform.
Lucidus MBA Fest
National Fest Website
Christ College
Built official website for Lucidus, national-level MBA fest.
Christovate
Event Technical Lead
Christ College
Technical coordination: mentoring, media team sync, event infrastructure.
OPERATOR PROFILE
Abhin Krishna M P · Backend & Systems Engineer · Kerala, India
BIO
I'm a third-year Computer Science student at Christ College of Engineering, Kerala, with a CGPA of 9.3. I build backend systems — the kind that handle real load, survive real failures, and ship real value.
MiningWatch taught me that systems thinking is everything. CampusDine taught me that production is the only environment that matters. The Go concurrency engine taught me that correctness and throughput aren't in conflict — just precision.
Outside the terminal: I serve as Technical Lead for IEEE Computer Society, coordinate events for FOSS Club, help run BeachHack, and believe that shipping beats studying, every single time.
LIFE OS METRICS
Systems-first personal development // Intensity as a standard feature // Growth as emergent property
LOGIC
INTERFACE
INFRASTRUCTURE
VELOCITY
Structure Over Chaos
Every decision flows through defined systems. No random acts. No chaos-driven development. Logic dictates progress.
Intensity Over Motivation
Motivation is a bug. Intensity is a feature. Build the system that runs effectively regardless of emotional state.
Measure Everything
What gets measured gets optimized. Track metrics, analyze patterns, and deploy targeted improvements continuously.
Ship > Perfect
Perfect is the enemy of deployed. Rapid iteration beats slow perfection. Feedback loops are the engine of evolution.