Kritik Soman

GitHub | LinkedIn

Summary

AI Specialist with 5+ years of experience in Generative AI, NLP, and Computer Vision. Proven expertise in applying AI to marketing and legal domains.

Work Experience

AI/ML Computational Science Specialist, Accenture Pvt. Ltd. (Apr 2022 – Present)

Automated legal, medical, and branding compliance review using AI.
Generated localized marketing HTML emails from briefs using Generative AI.
Extracted text and images from various file formats for Gen-AI automation.

Junior Data Scientist, App Orchid Inc. (Aug 2020 – Apr 2022)

Developed NLP methods for contract analysis, including entity extraction, classification, and QA-based information retrieval.
Used YOLO and Cascade RCNN for visual contract content analysis (text, tables, structure).

Education

M.Tech. in Machine Learning, IIT Kanpur (2018–2020) — GPA: 9.3/10
B.Tech. in Electronics & Communication, JIIT Noida (2012–2016) — GPA: 9.0/10

Research & Publications

"Method and System for Modifying Images" - US Patent
"Artificial Intelligence based System and Method for Document Analysis" - US Patent
“Rooftop Detection using Aerial Drone Imagery” – ACM India CoDS-COMAD 2019

Achievements & Awards

GIMP-ML: Deep learning toolkit for GIMP (1.5k+ stars on GitHub). Presented at PyCon India 2024 @ Google
Accenture: Accenture Technology Wizard Award (Q2 2025), Client & Team Awards (2023–2024)

Open Source Projects

VoiceFlow – Voice-powered GUI automation (Advanced LLM MOOC)
WSN Localization – MATLAB-based wireless sensor localization (60+ stars)

Technical Skills

ML Techniques: Promptable image segmentation, RAG, Template Matching, SIFT, Agentic AI, VLM/LLM Prompting
Frameworks: PyTorch, Transformers, OpenCV, NLTK, Spacy, Sklearn, LangGraph, Google Agent Dev Kit