AI Engineer | ML & Deep Learning |

🔹 Overview

I am an AI Engineer with over 6 years of experience in building and deploying scalable ML and AI systems, with a specialization in NLP, Computer Vision, and Deep Learning. My work spans across industries—automating industrial inspections, enhancing semantic search systems, and designing generative AI applications.

🔹 Key Skills

• AI & ML: BERT, Transformers, YOLO, EfficientNet, GPT, PEFT, LoRA
• NLP & GenAI: LLMs, RAG pipelines, LangGraph agents, Synthetic data generation
• Computer Vision: Object detection, image classification, facial clustering, Labelbox
• MLOps & Deployment: FastAPI, Streamlit, MLFlow, OpenShift, Azure, AWS
• Languages: Python (primary), SQL, C++

🔹 Highlights

• Multi-Agent GenAI Chatbot: Designed and deployed a scalable multi-agent chatbot handling up to 10M+ queries/day using LangGraph and Gemini Flash.
• Code Generation with LLMs: Developed a system to generate test case code using RAG + LLMs.
• Semantic Query Classification: Built an end-to-end BERT-based multi-intent classifier for a Superapp's search system.
• Corrosion Detection: Automated visual detection of steel corrosion using YOLOv8 and active learning.
• Facial Clustering for 3M+ Users: Improved facial clustering system by 30% using better models and embeddings.

🔹 Professional Experience

Senior Data Scientist (GenAI & NLP), TrueFoundry
Aug 2024 – Present

• Developed multi-agent chatbots, RAG evaluation tools, and multi-intent classifiers.

Data Scientist (CV + NLP), ExxonMobil
Aug 2022 – Aug 2024

• Led CV pipelines for damage detection, SAP enrichment, and LLM-based reasoning.

ML Engineer (CV), IDrive
Jul 2019 – Jan 2021

• Built facial clustering system for a consumer backup app.

🔹 Research Background

• IIT Madras (MTech, 8.5 GPA): Neural network-based structural optimization
• IIT Kanpur (Internship): Sustainability-focused structural design using genetic algorithms

🔹 Let’s Work Together

I help startups and enterprises bridge the gap between prototypes and production for GenAI and deep learning systems. Whether you're exploring AI agents, custom LLMs, or deploying vision models at scale—I'm here to help.

📫 Get in Touch: kashish31894@gmail.com | https://www.linkedin.com/in/kashishkumar/