I Engineer
Intelligence
into Digital
Ecosystems.
I'm an AI/ML Engineer specializing in deep learning, computer vision, and scalable data pipelines. I bridge the gap between complex mathematical models and real-world execution.
Professional Journey
AI/ML Intern
International Centre for Free and Open Source Software (ICFOSS)
Developed DhritiOCR, a comprehensive text extraction Web UI and ML pipeline. Achieved state-of-the-art performance for an 80M-parameter class by fine-tuning a custom recognition model for Malayalam (Indic language) that overcomes the inherent structural challenges of low-resource scripts.
Machine Learning Intern
International Centre for Free and Open Source Software (ICFOSS)
Built a custom ML audio pipeline (ADAPT) for automated speaker diarization, splitting, and transcription. Architected core ML modules for advanced grapheme-to-phoneme conversion using custom Malayalam phonetic analyzers.
Open IoT Student Ambassador
International Centre for Free and Open Source Software (ICFOSS)
Maintained and troubleshot deployed IoT sensor networks with a focus on LoRaWAN weather stations. Built a practical foundation in physical computing, low-level hardware diagnostics and edge device management.
Tech Stack
The core frameworks, libraries, and tools I leverage to build scalable machine learning pipelines and secure architectures.
Featured Projects
A selection of my most impactful machine learning architectures and data-driven solutions.
DhritiOCR: Document level OCR System for Malayalam
Developed DhritiOCR, a comprehensive text extraction Web UI and ML pipeline. Achieved state-of-the-art performance for an 80M-parameter class by fine-tuning a custom recognition model for Malayalam (Indic language) that overcomes the inherent structural challenges of low-resource scripts.
ADAPT: Audio Data Annotation and Preprocessing Tool
A high-performance CLI dataset generation pipeline for TTS and ASR. Ingests raw audio or YouTube streams and outputs clean, diarized, transcribed data, leveraging CUDA and ROCm for maximum hardware acceleration.
Clara : Cybersecurity based LLM for Anomaly and Risk Assessor
An intelligent security partner designed to accelerate vulnerability detection through advanced code comprehension. Clara is an LLM post-trained on a refined PrimeVul dataset, optimized to identify complex security weaknesses that traditional static analysis tools often overlook, ensuring a robust and secure development lifecycle.
Research Studies
DhritiOCR: Lightweight OCR Pipeline for Indic Languages
A custom document level OCR system utilizing the PaddlePaddle framework. The pipeline features models fine-tuned to achieve SOTA text extraction performance for Malayalam-English scripts alongside native structural preservation for wired tables.
Coming SoonModule-FHE: Vectors are All You Need
An investigation into the algebraic structure of Module-LWE as a foundational framework for constructing practical Fully Homomorphic Encryption (FHE) schemes. The inherent vector-like structure of modules over polynomial rings provides a natural and powerful paradigm for designing highly parallel and efficient homomorphic operations.
Coming Soon