Hi, I'm Ashish
AI Engineer &
Building AI-powered products at The Real Brokerage. IIT Roorkee alumni with a focus on computer vision, generative AI, and applied research.
About Me
I am a passionate Data Scientist with expertise in machine learning, deep learning, and artificial intelligence. My interests focus on developing innovative solutions in computer vision and generative AI, with a special emphasis on making AI systems more explainable and trustworthy. I'm currently working as an AI Product Associate at The Real Brokerage, where I focus on building AI-powered products and solutions for the real estate industry.
Work
Open-Sourced RAG
Local RAG pipeline for multi-format document Q&A using 4 open-source LLMs and ChromaDB vector storage.
Inter-IIT Vital Extraction Challenge
Silver Medal Inter-IIT 11.0 — 93.7% accuracy extracting vitals from ECG monitors, 4× faster than baseline.
SSP Enhancement
Top-K patch selection replacing random strategy for AI-generated image detection across 8 generator types.
Image Colorization
Conditional GAN for photorealistic B&W colorization using ResNet U-Net, trainable on consumer GPUs.
Neural Style Transfer
VGG19-based artistic style transfer using Gram matrix style and content loss for image synthesis.
Pixel Spotter
ResNet18 transfer learning vs. custom CNN for pixel-precise coordinate prediction from 2500 synthetic images.
Timeline
September 2025 – Present
AI Product Associate
The Real Brokerage, Remote
Building AI-powered products and solutions for the real estate industry, focusing on intelligent automation and data-driven insights.
July 2024 – September 2025
Analyst 2 — Data Science
Accordion, Hyderabad
Led geospatial analytics and GenAI initiatives, optimizing solar panel deployment and workforce scheduling.
April 2024 – June 2024
AI Research Intern — Deepfake Detection
ConTrails.ai, Remote
Developed deepfake detection models achieving 95% accuracy using custom datasets and Xception architecture.
December 2023 – February 2024
Python and Machine Learning Intern
Swar Yantra Technologies, Remote
Enhanced document extraction accuracy by 20% using open-source LLMs and embedding models.
May 2023 – July 2023
Decision Analytics Intern
EXL Services, Remote
Built automated data extraction pipeline using OCR and language models for personalized expense reports.
2020 – 2024
B.Tech in Chemical Engineering
Indian Institute of Technology, Roorkee
CGPA: 8.1/10
Led AI/ML initiatives, secured Silver Medal at Inter-IIT Tech Meet, and achieved Top 5% in Amazon ML Summer School.
Achievements
Gold Medal
Integration Bee 2023
2023
Top 5%
Amazon ML Summer School
2023
Head, AI/ML Vertical
Artificial Intelligence and Electronics Society, IITR
2023-2024
Get in Touch
I'm always open to discussing new projects, research ideas, or opportunities. Feel free to reach out.