Ishant Bansal
@ishantbansal
Generative AI and Computer Vision engineer who builds scalable, production-ready GenAI and vision systems.
What I'm looking for
I am a Generative AI and Computer Vision engineer with 6+ years of experience building production-grade systems across pharma, industrial, and smart-city domains. I have delivered RAG pipelines, multi-modal assistants, content automation, and interpretable image-analysis solutions that are actively used by sales, regulatory, and field teams.
I specialise in taking prototypes to scale on AWS, GCP, and Azure, deploying containerised models (Docker, Triton, FastAPI) and production workflows (SQS, RabbitMQ, WebSockets). I combine deep learning, model optimisation, edge deployment, and strong collaboration with product and compliance stakeholders to produce reliable, business-aligned AI products.
Experience
Work history, roles, and key accomplishments
Senior AI Engineer
Dr. Reddy's Laboratories
Jan 2022 - Present (3 years 11 months)
Led development and production deployment of GenAI and computer vision solutions for pharma, delivering compliance-checking pipelines and document assistant chatbots used by sales, regulatory, and medical affairs teams; reduced external vendor reliance for campaign creation and improved compliance accuracy with interpretable image-analysis pipelines.
Computer Vision Engineer
DeepEdge
Jan 2020 - Jan 2022 (2 years)
Developed smart-city and smart-warehouse computer vision systems (ALPR, intrusion detection, inventory analysis) and deployed optimized models on edge devices using TensorRT and DeepStream, improving inference speed and memory usage.
Computer Vision Engineer
Cognitifai
Jan 2019 - Jan 2020 (1 year)
Built smart-city solutions including vehicle detection, tracking and accident detection, and optimized deep learning models for deployment using OpenVINO and TensorRT while integrating Kubernetes and Kafka for scalable pipelines.
Education
Degrees, certifications, and relevant coursework
Guru Nanak Institute of Technology
Bachelor of Technology, Computer Science
2014 - 2018
Completed a Bachelor of Technology in Computer Science with coursework and projects focused on computer vision, machine learning, and software engineering.
Govt. Model Senior Secondary School 16, Chandigarh
Higher Secondary Education (Class XII)
2013 - 2014
Completed Higher Secondary Education (Class XII).
Tulsi Public School
Secondary Education (Class X)
2011 - 2012
Completed Secondary Education (Class X).
Udacity
Nanodegree, Computer Vision
Completed a Computer Vision Nanodegree and received the PyTorch Scholarship by Facebook (Udacity) focusing on practical deep learning and vision projects.
Coursera
Coursework / Specialization, Machine Learning
Completed the Deep Learning Specialization and Machine Learning courses covering neural networks, optimization, and applied ML techniques.
Google / Udacity Front End Development Scholarship
Scholarship / Coursework, Front End Development
Completed scholarship coursework in front-end development.
Tech stack
Software and tools used professionally
Tulsi
GitHub
Kubernetes
Jenkins
NumPy
Pandas
MySQL
PostgreSQL
Gmail
OpenCV
Redis
Python
TensorFlow
PyTorch
scikit-learn
Keras
OpenVINO
Kafka
RabbitMQ
FastAPI
gRPC
Docker
Uvicorn
Amazon Web Services (AWS)
SQL
Hugging Face
Visual Compliance
LangChain
LlamaIndex
AutoGen
Foundry
Pinecone
CrewAI
LanceDB
Black
NVIDIA TensorRT-LLM
Bash
Modal
Faiss
LangGraph
Availability
Location
Authorized to work in
Social media
Job categories
Skills
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