Dinesh Giri
Pune
Summary
With over 6 years of experience as a Senior Associate in AI and ML, I specialize in designing and implementing AI solutions for various real-world challenges. My expertise spans machine learning, computer vision, and deep learning, with a strong passion for staying at the forefront of emerging AI trends. I am driven by curiosity and committed to developing impactful AI technologies that can transform industries. My enthusiasm lies in exploring AI's adaptive learning capabilities and pushing the boundaries of what this technology can achieve.
Overview
8
8
years of professional experience
1
1
Certification
Work History
Senior Associate - Technology AI/ML
Shivrai Technologies Private Limited
Pune
01.2023 - Current
- Led development and implementation of machine learning models for various applications
- Proficient in natural language processing and deep learning techniques
- Expertise in fine-tuning and deployment of machine learning models
- Experienced in creating annotated datasets and conducting statistical analysis
- Skilled in extending machine learning libraries and knowledge graphs
- Quality assessment of tomato using phone
- Fruit selling chatbot and support chatbot
- Face Recognition
- Baby Corn pest Disease Detection
- Smart Search
- Drone based plant count and weed detection
- Farm Gyan Lense
Python Developer - Technology AI/ML
Onceptual Design Private Limited
Pune
06.2019 - 12.2019
- I am a python developer work from Dzine arena pvt Ltd
- Design and development of algorithms and techniques using text analytics, image analytics, computer vision, and machine learning
- Knowledge with core python (2.X/3.X) and its standard libraries
- Knowledge with (OpenCv, NumPy, Matplotlib, sklearn, Tensorflow, pyqt(4/5), pandas serial / Modbus communication etc.)
- Good Knowledge Regarding Image Processing
- Real-Time object detection system
- User interface Development
- Industrial Integration
- System optimization and support
- Visual inspection for missing part detection
- Visual inspection for machine magnets
Python Developer(AI/ML)
DCSIT (Department of Computer Science and IT)
Aurangabad
01.2017 - 01.2018
- Data Acquisition and Processing: Collected aerial images of crop fields, annotated diseased areas, and pre-processed images for analysis
- Model Development and Training: Developed and trained a YOLOv3 object detection model to identify diseased crop areas, optimizing performance through hyperparameter tuning
- Model Evaluation and Refinement: Evaluated model performance using metrics and iteratively refined the model based on results
- System Integration and Deployment: Integrated the trained model into a quadcopter system, developed a user interface, and deployed it for field testing
- Data Analysis and Reporting: Analysed detected diseased areas to identify patterns and generated comprehensive reports
- Technology Utilization: Proficient in Python, OpenCV, YOLOv3, Django, MSSQL, Pandas, NumPy, and Matplotlib
- Project 1: Pilot Study on Automatic Diseased Crops Area Marking for an Aerial view captured through Quad copter
Education
MS/M.Sc. (Science) - Computers
Dr Babasaheb Ambedkar Marathwada University
01.2018
B.Sc. - Computers
MSP Mandals Science and Commerce College
Malegaon01.2016
Skills
- Artificial Intelligence
- Deep Learning
- MVT
- MVC
- Clean Architecture
- Machine learning
- Computer Vision
- Algorithms
- Python
Certification
- Certificate Course in Complete Google Project Management
- Certificate Course in Complete Deep Learning
- Certificate Course in Complete AI and Machine Learning, Data Science
- Certificate Course in Machine Learning, Data Science, and Generative AI With Python
- Certificate Course in .NET Programming
- Participated in the National Level Workshop on 'Quad-copter Development.'
- Participated in the International Conference on Cognitive Knowledge Engineering (ICKE2016).
- Participated in the National Level Workshop on 'Gesture Controlled Robotics.'
Projects
Pilot Study on Automatic Diseased Crops Area Marking for an Aerial view captured through Quad copter.
Timeline
Senior Associate - Technology AI/ML
Shivrai Technologies Private Limited
01.2023 - Current
Python Developer - Technology AI/ML
Onceptual Design Private Limited
06.2019 - 12.2019
Python Developer(AI/ML)
DCSIT (Department of Computer Science and IT)
01.2017 - 01.2018
MS/M.Sc. (Science) - Computers
Dr Babasaheb Ambedkar Marathwada University
B.Sc. - Computers
MSP Mandals Science and Commerce College
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