Singularity

❚❚ plate 02 · Singularity0%

liner notes · 02

Experience

Two stable internships, then two startups.

Jul 2026 – Present

Technical Co-founder & CEO

Araskova Labs Pvt. Ltd.

Kerala-based deep-tech startup building computer vision and offline-first AI products.

  • Lead VIGIL, a real-time CV quality-control system: built and supervised the EfficientAD anomaly-detection pipeline for cashew kernel inspection (webcam feed, client-server architecture, per-item anomaly scores separating defective from good kernels).
  • Designed the edge deployment: Intel N100 mini-PC running ONNX Runtime; diagnosed lighting-induced false positives from an early demo and specified a controlled-illumination fix.
  • Built rustama-engine, a Rust local LLM inference engine on llama.cpp with an HTTP endpoint, for the offline EduBoard classroom product; assembled a Malayalam corpus for future language-model fine-tuning.
  • Leading training of a person / head-counting detector on CrowdHuman and COCO; shipped open-source Rust / Tauri products including Cerberus (automated code-security auditor).
Jun 2024

Data Analyst Intern

Bumblebee Inc., Coimbatore

  • Built a weekly operations dashboard from PostgreSQL (SQL views, Python) and automated repetitive queries with stored procedures.
2024 – Present

Founder & AI Lead

Nexoris

  • Built AI-assisted scheduling and predictive-maintenance pipelines for an AI-native manufacturing platform with live clients.
Jun – Aug 2023

Data Science Intern

Bumblebee Inc., Coimbatore

  • Built classification and clustering models for customer segmentation, ran A/B tests, and presented results to stakeholders.
  • Wrote Python ETL scripts ingesting API and CSV data into PostgreSQL; optimised slow queries using EXPLAIN analysis.