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.