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Om TilwarOT
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Om Tilwar

@omtilwar

AI engineer at Design Stencil shipping Navaa’s WhatsApp task assistant and building LLM evaluation systems.

India
Message

At Design Stencil, I shipped LLM-powered conversation features for Navaa, a WhatsApp AI task assistant that turns English, Hindi, and Hinglish messages into board tasks. I also built a nightly evaluation harness that replays multi-turn conversations through the real bot.

As a Research Intern at IIIT, I built an imagery-to-deployed-model pipeline using YOLOv8, ONNX export, INT8 quantization, and edge compilation. My prototype improved mAP by 8.4%.

In my projects, I built ResumeAgent, which checks generated resume claims against cited facts, and FinSight AI, a privacy-first banking assistant. I also engineered PropVox AI, a bilingual voice agent that reduced perceived reply latency to 300–500 ms.

Experience

Work history, roles, and key accomplishments

DS
Current

Freelance AI Engineer

Design Stencil

Oct 2026 - Present (1 month)

Shipped LLM-powered conversation features for Navaa, a WhatsApp AI task assistant, turning English, Hindi and Hinglish messages into board tasks across 25 merged PRs. Built an LLM evaluation harness and fixed 11 issues found in real team chats.

II

Research Intern

IIIT

Aug 2025 - Feb 2026 (6 months)

Built an end-to-end pipeline from raw imagery to deployed model, cleaning and validating 3,200+ annotated instances, training YOLOv8, and performing ONNX export, INT8 quantization, and edge compilation. Improved mAP by 8.4% on a self-defined dense-detection problem.

Education

Degrees, certifications, and relevant coursework

Indian Institute of Information Technology, Nagpur logoIN

Indian Institute of Information Technology, Nagpur

B.Tech, Electronics and Communication Engineering (IoT)

2023 -

Grade: 8.40 CGPA

Pursuing a B.Tech in Electronics and Communication Engineering (IoT) with a CGPA of 8.40, expected to graduate in May 2027.

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