Open to opportunities

Nir Shah

@nirshah

Message

AI developer crafting GenAI, NLP, and computer vision systems with production-ready pipelines.

India

Message

What I'm looking for

I’m looking to build and deploy GenAI systems—multi-agent pipelines, NLP, and computer-vision apps—with strong engineering practices, clear ownership, and the ability to iterate from prototypes to production.

I build AI systems that turn messy real-world inputs into usable outputs. Most recently, I engineered a multi-agent OCR-to-structured-text pipeline with CrewAI, and delivered a GenAI academic content platform for teachers, including notes, question banks, and PowerPoint generation using an OpenAI-compatible LLM API with multi-provider switching.

I also designed end-to-end solutions like an AI career counselor for Indian students (grades 10–12) and an automated exam evaluation system for handwritten answer sheets, combining OCR and Gemini with concurrency-aware, resumable processing for reliable feedback at scale. Before that, I worked on AI pipelines for lip-sync video generation, integrated Stable Diffusion XL with perceptual quality evaluation, and developed instance segmentation and meeting summarization using NVIDIA NeMo and Whisper. Alongside this, I’ve supported student learning as a Teaching Assistant and strengthened my data foundations through EDA work with Pandas and visualization. I bring a problem-solving mindset—backed by Smart India Hackathon recognition and GATE qualification—to every build.

Experience

Work history, roles, and key accomplishments

Current

AI Developer

Current

Insansa Techknowledge Pvt. Ltd.

Aug 2025 - Present (10 months)

Engineered a multi-agent pipeline using CrewAI to convert handwritten notes (OCR) into structured text and generate MCQs. Built an academic content generation platform and an AI career counselor (20+ domains, 500+ colleges) plus an automated exam-evaluation system processing 100+ answer sheets per batch.

Crew AI fastAPI PyMuPDF Gemini Vision OCR Openpyxl

AI Developer Intern

Brainy Neurals Pvt. Ltd.

Sep 2024 - Sep 2025 (1 year)

Built AI pipelines for lip-sync video generation, improving audio-visual synchronization across diverse speaker profiles. Integrated Stable Diffusion XL with LPIPS-based quality evaluation, developed instance segmentation and ASR meeting summarization (NeMo + Whisper), and deployed ML workflows with Docker; also created an LLM news sentiment + technical-indicator stock prediction system.

Lip Sync Video Generation NVIDIA NeMo OpenAI Whisper Docker Stock Prediction Signals

Teaching Assistant

IIIT Vadodara

Sep 2023 - May 2024 (8 months)

Led lab sessions, graded assignments, and provided student feedback for Cryptography & Network Security and Design & Analysis of Algorithms courses. Supported learning through problem-solving guidance and coursework evaluation.

Cryptography Algorithms Grading

Data Analytics Intern

CSRBOX Foundation

Feb 2023 - May 2023 (3 months)

Performed EDA on Indian cuisine datasets by building data cleaning pipelines and generating visualizations. Identified ingredient usage patterns and regional distributions using Pandas, Matplotlib, and Seaborn.

Data Cleaning Pandas Matplotlib SeaBorn Data Visualization Regional Distribution Analysis