- πΌ GenAI Executive & Prompt Engineer at Nunes Instruments β architecting enterprise LLM pipelines, autonomous multi-agent workflows, and real-time audio intelligence systems.
- π B.Tech in Artificial Intelligence & Data Science from Kumaraguru College of Technology (KCT) & Diploma in Computer Engineering (CGPA: 8.0/10).
- π Best Final Year Project Award Winner for cutting-edge carbon-efficient deep learning research.
- π IEEE-Published Researcher in carbon-efficient transformer inference optimization.
- π§ Core Competencies: Autonomous AI Agents (LangGraph, Inngest), Local LLMs & Offline Whisper STT, High-Dimensional Vector Search (FAISS), Multimodal CV (BlazeFace, ConvNeXt), and Full-Stack AI Products.
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π Best Final Year Project Award β Kumaraguru College of Technology
π "Eco-Transformers: Carbon-Efficient and Accelerated Inference through Self-Pruning
and Activation Freezing in LLMs"
ποΈ 3rd International Conference on Next Generation Computing Systems (ICNGCS-2025), IEEE
π DOI: 10.1109/ICNGCS64900.2025.11183217
β‘ Impact: 58% Lower COβ Emissions β’ 56% Faster Inference β’ Zero Quality Loss
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Enterprise multilingual voice-agent control plane and SaaS management console. Features provider-agnostic telephony routing (Vapi, custom SIP), call session records, webhook signatures, and data pipelines. Tech: Next.js 15, Vapi Voice AI, PostgreSQL, TypeScript, TailwindCSS |
End-to-end multi-agent orchestration pipeline for automated portal discovery, ATS-optimized resume matching, live form interaction, and multi-channel application tracking. Tech: Python, Next.js, Inngest Workflows, Playwright, LLM Reasoning |
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Real-time conversational interview platform using Vapi Voice AI and LLMs for contextual questioning, integrated with a 30 FPS BlazeFace computer vision anti-cheating proctor. Tech: Next.js, Vapi Voice AI, OpenRouter LLMs, Supabase, BlazeFace CV |
100% offline, air-gapped inventory voice assistant powered by local OpenAI Whisper STT, FAISS vector retrieval, and quantized Qwen LLM. Validated across warehouse pilot runs. Tech: Whisper STT, Qwen LLM, FAISS, Python, Offline AI |
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Production claims analytics and fraud detection platform featuring automated feature engineering, anomaly detection models, and interactive KPI dashboards. Tech: FastAPI, React, Scikit-learn, PostgreSQL, Docker |
Source Code β’ CRM Intelligence Pan-India B2B Instrumentation Hub with WhatsApp RFQ automation, voice notes intelligence, photo extraction, and automated quotation parsing into structured records. Tech: Node.js, Python, SQLite, WhatsApp Cloud API, REST |
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Visual book recognition system fine-tuned on ConvNeXt achieving 92% top-1 accuracy across 1,000+ catalog titles, integrated with sub-second FAISS vector indexing. Tech: PyTorch, ConvNeXt, FAISS, FastAPI, Flutter |
Official open-source benchmark and implementation of self-pruning and activation freezing mechanisms in transformer LLMs to slash carbon emissions and inference latency. Tech: PyTorch, Hugging Face, Transformers, CUDA, CodeCarbon |



