Headline

DS-Computer Vision @ Perfios

About

Data Scientist specializing in computer vision, NLP, and Gen AI, with experience delivering secure, scalable ML systems for enterprise document and identity workflows. Architected a vision-based tamper detection pipeline serving 100K+ monthly requests and an AI-generated image detection system processing 100K+ images monthly, while re-engineering a legacy detection pipeline to cut inference cost 54% and latency 20%. Passionate about turning research into reliable, production-grade models that ship measurable business impact.

Location

Ahmedabad

AI stack

claude code

claude

codex

gemini

hugging face

langchain

Work experience

Senior Data Scientist at Perfios, Apr 2026 - Present · 6 mos

Data Scientist at Perfios, Oct 2023 - Apr 2026 · 2 yrs 7 mos, Mumbai, - Developed end to end vision-based Tamper Detection model with 93% precision and 98% recall. - Created a robust synthetic data generation pipeline for Tamper and KYC-Cards. - Trained and deployed custom YOLOv8 to replace legacy model for KYC-OCR stack which reduced cost 54% and improved latency around 20%. - Bench-marked various Vision-LLM for Text Grounding(bbox with values) with different prompting techniques on KYC-Cards and Bank Documents. - Trained models with mlfow and did meticulous performance analysis.

Data Scientist - 1 at Genuin, Aug 2022 - Aug 2023 · 1 yr 1 mo, Ahmedabad, Gujarat, India, •Created ds related distributed data pipeline using s3,sns,lambda, with 99.99% uptime. •Developed near real-time video recommendation system(300 ms latency). •Developed VQI(Video Qualtiy Index) which helps in downstream tasks- recommendation,search. •Designed and developed Article to question generation pipeline using Chat-Gpt(for question generation). •Worked on Pytroch Silero Speech to text model in Android- 0.49 sec for 6 sec Audio. Created cron jobs using clearml and aws ecs for ds related task •Migrated ds pipelines to kafka and ec2.

GenC Next Programmer Analyst Trainee at Cognizant, Feb 2022 - Jul 2022 · 6 mos, I did my internship from Cognizant as AWS Cloud Data Engineer intern.

Education

Bachelor of Technology - BTech, coputer science and engineering, Nirma University

Public links

github: https://github.com/jKaushalb