Mohsin Khan
Experience of over 7+ years in Deep Learning, Computer Vision, NLP. Additional 3 years of strong research experience in Parallel Computing and 1 year of application development experience.
- Role
NLP Developer & Applied Machine Learning
- Years of Experience
5 years
Skillsets
- Matplotlib
- Triton Inference Server
- Transformers
- Tracking
- TensorFlow
- Segmentation
- Scikit-learn
- Redis DB
- Re-id
- Pose estimation
- pandas
- OpenMP
- object detection
- NumPy
- Milvus db
- Python
- LangChain
- GCP
- FFmpeg
- Elastic Search
- Docker
- CUDA
- C++
- Action recognition
- AWS
- OpenCV
- Deep Learning
- Computer Vision
- PyTorch
- NLP
Professional Summary
5Years
- Nov, 2018 - Present7 yr
Associate Architect - Applied Machine Learning
Quantiphi Analytics - Apr, 2018 - Oct, 2018 6 months
NLP Developer
Bigapp Technologies - Feb, 2015 - Feb, 20183 yr
Research Scholar
Visvesvaraya Tech. Univ. - Aug, 2012 - Aug, 20131 yr
Application Developer (Internship)
Intel Technologies
Work History
5Years
Associate Architect - Applied Machine Learning
Quantiphi AnalyticsNov, 2018 - Present7 yr
Led the design and development of real-time deep learning applications, specializing in surveillance, security, inventory management, shipping & logistics, and sports. Expertise in developing, training, fine-tuning, and benchmarking state-of-the-art models for Computer Vision and Large Language Models (LLMs). Developed applications achieving over 90% precision and recall and optimized deployment strategies saving costs while managing teams and contributing to business growth.
NLP Developer
Bigapp TechnologiesApr, 2018 - Oct, 2018 6 months
Worked as a Lead ML Engineer, building ML/DL models and pipelines for a travel domain chatbot capable of handling nested queries, identifying context, intents, and entities.
Research Scholar
Visvesvaraya Tech. Univ.Feb, 2015 - Feb, 20183 yr
Conducted research and development of automation tools for multi-core CPU and GPU systems, including speedup prediction and auto parallelization. Published papers in peer-reviewed journals.
Application Developer (Internship)
Intel TechnologiesAug, 2012 - Aug, 20131 yr
Worked on C#.Net for developing applications.
Major Projects
5Projects
Rider safety analysis and Real-time alerting
Developed optimized video analytics solutions for closed-door and outdoor amusement rides. Achieved high accuracy in object detection and pose estimation, processing data in real-time.
Retrieval Augmented Generation and Text to SQL
Developed and led the project utilizing LangChain, Milvus DB, GPT3.5, and Hugging Face Llama2 for document retrieval and text-to-SQL conversion.
Video Analytics Application for Inventory Management
Created a computer vision video analytics application for accurate inventory tracking, leveraging Azure Cloud Services for OCR and ML capabilities.
Player tracking with Jersey number recognition
Developed a sports video analytics solution for player tracking and jersey recognition with high accuracy using multi-GPU training.
Flight Booking Chatbot with Multiple context analyzer
Developed a chatbot for travel bookings using sequence-to-sequence models, dependency parsing, and grammar rules, providing context understanding.
Education
Ph.D in Computer Science
(2019)M.Tech/M.E in Computer Science
(2013)B.E in Computer Science
(2011)