Rice Leaf Disease Classification
Deep learning image classifier that identifies rice leaf diseases from photographs.
- Python
- TensorFlow
- Keras
- Deep Learning
- Computer Vision
MACHINE LEARNING • NLP • COMPUTER VISION • GENERATIVE AI
Scaling AI Engineering and Training Standards Across a Region
Prashant Singh|Cluster SME Head – North-West & Senior AI Engineer (SME), DataMites™
Cluster SME Head (North-West) and Senior Data Scientist at DataMites™, bridging deep AI engineering with regional academic operations. I build production-ready ML, NLP, Computer Vision and Generative AI systems, own trainer quality and delivery standards across the North-West cluster, and have mentored 1500+ students and professionals globally.
Ahmedabad, Gujarat, India ps3466018@gmail.com
3+
Years of Experience
Data Science & AI
SME
Cluster SME Head
North-West Region
1500+
Professionals Mentored
Data Science & AI globally
95%
mAP Achieved
Computer vision models
0+
Professionals mentored
Students & corporate learners globally
0+
Years in Data Science & AI
Engineering + delivery leadership
0%
Best model mAP
Real-time computer vision system
0+
ML/DL projects delivered
Placeholder — update in resume.ts
ABOUT ME
From raw data to production intelligence
My path into Data Science started with a curiosity for how analytical thinking and research methods can explain messy, real-world behaviour — and turned into a career building machine learning systems that people actually depend on.
Today I lead as Cluster SME Head for the North-West region and work as a Senior AI Engineer and Subject Matter Expert for AI, Data Science and Analytics. I design ML systems end to end: profiling and preparing data, training deep learning and computer vision models, and shipping them with the monitoring and reporting that keeps them trustworthy.
Alongside that, mentorship is a core part of my work: I’ve trained over 1500 students and professionals in ML, Computer Vision and Generative AI.
What I do
- Design and ship end-to-end ML systems — from data profiling to production deployment.
- Build NLP, Computer Vision and Generative AI solutions with TensorFlow, Keras and OpenCV.
- Own trainer quality, syllabus coverage and delivery standards across the North-West cluster.
- Lead B2B and university programs as the technical point of contact for sales and operations.
- Mentor students and professionals on real-world, deployment-ready AI projects.
Timeline highlights
JUN 2026 – PRESENT
Cluster SME Head – North-West
DataMites™
MAY 2024 – PRESENT
Senior Data Scientist (SME) | AI Trainer
DataMites™
JAN 2024 – APR 2024
Artificial Intelligence Engineer
Rubixe
JUN 2023 – JAN 2024
Data Scientist
Rubixe
AUG 2023
Professional Certification in Data Science
Datamites Institute
Prashant Singh
Cluster SME Head – North-West & Senior AI Engineer (SME), DataMites™
Languages
- EnglishProfessional
- HindiNative
- BhojpuriNative
TECHNICAL SKILLS
The toolkit behind the systems
Capabilities drawn directly from the work — spanning leadership, modelling, engineering and business intelligence.
- PythonExpert
- Statistical Data AnalysisExpert
- Feature EngineeringExpert
- Pandas / NumPyExpert
- SQLAdvanced
Leadership & Operations
- Regional Operations
- Team & Mentor Management
- Program Management
- Cross-functional Team Leadership
- Quality Assurance
- Talent Development
- Stakeholder Coordination
Core Expertise
- Subject Matter Expert (AI, DS & Analytics)
- B2B & Corporate Training
- Training Delivery
- ML Systems Design
- Production Deployment
ML / DL / AI
- Machine Learning
- Deep Learning
- Neural Networks
- CNN
- RNN
- Transfer Learning
- GANs
- NLP
- Computer Vision
- Generative AI
Stack
- Python
- Scikit-learn
- TensorFlow
- Keras
- OpenCV
- Pandas
- NumPy
- Flask
- Streamlit
- REST API
Data & BI
- SQL
- Power BI
- Matplotlib
- Seaborn
- Statistical Data Analysis
- Feature Engineering
- Data Visualization
How it comes together across the AI lifecycle
- 01
Data
SQL, MongoDB, Excel and automated profiling to make raw data analysis-ready.
- 02
Model
ANN, CNN, RNN, Transformers and AutoML with Scikit-learn, TensorFlow and Keras.
- 03
Intelligence
NLP, LLMs and computer vision turned into decisions, plus Power BI and Tableau reporting.
- 04
Deployment
Flask REST APIs, MLflow tracking and AWS basics for production delivery and monitoring.
PROFESSIONAL EXPERIENCE
Leading AI delivery, end to end
Cluster SME Head – North-West Region
Jun 2026 – PresentDataMites™ · Ahmedabad, Gujarat, India
- Own training quality, syllabus coverage and learner satisfaction across every center in the North-West cluster.
- Lead mentor management and trainer quality standards, aligning academic delivery with regional business targets.
- Act as the primary technical point of contact for the Learning Management Team, Sales and Operations.
- Drive technical delivery for high-stakes B2B corporate and university programs.
- Team Management
- Mentor Management
- Program Management
- Corporate Training
- Quality Assurance
Senior Data Scientist (SME) | AI Trainer
May 2024 – PresentDataMites™ · Ahmedabad, Gujarat, India
- Delivered training in Data Science, Machine Learning, NLP and Computer Vision to 1500+ students and professionals globally.
- Designed industry-oriented curriculum covering ML, Deep Learning and Generative AI.
- Mentored learners on real-world projects, improving job readiness and practical skills.
- Conducted hands-on sessions on Python, Scikit-learn, TensorFlow and OpenCV.
- Guided students in building end-to-end ML projects including deployment with Streamlit.
- Simplified complex AI concepts into accessible modules, improving learning outcomes.
- Python
- Scikit-learn
- TensorFlow
- OpenCV
- NLP
- Generative AI
- Streamlit
Artificial Intelligence Engineer
Jan 2024 – Apr 2024Rubixe — AI Solutions Company · Bengaluru, Karnataka, India
- Developed ML and Deep Learning models using TensorFlow and Keras.
- Worked on NLP and Computer Vision use cases.
- Applied Transfer Learning and GANs for advanced AI solutions.
- Performed EDA, feature engineering and model optimization.
- TensorFlow
- Keras
- Computer Vision
- NLP
- GANs
- Transfer Learning
Data Scientist
Jun 2023 – Jan 2024Rubixe — AI Solutions Company · Bengaluru, Karnataka, India
- Built end-to-end ML pipelines from EDA through modeling and deployment for business problems such as risk prediction.
- Delivered computer vision models reaching 95% mAP.
- Produced analysis and reporting to support data-driven decisions.
- Python
- Scikit-learn
- OpenCV
- SQL
- Power BI
FEATURED PROJECTS
Work shipped into production
Selected initiatives led or engineered across DataMites and Rubixe. Open any project for the problem, approach, technologies and measurable outcomes.
Flight Price Prediction
Regression model that predicts airfare from route, timing and carrier features.
- Python
- Pandas
- Scikit-learn
- Matplotlib
- Seaborn
Bank GoodCredit — Credit Risk Prediction
Machine learning model for assessing borrower credit risk.
- Python
- Scikit-learn
- Pandas
- Seaborn
- Feature Engineering
COVID-19 Data Analysis
Statistical analysis and visualization of COVID-19 trends.
- Python
- Pandas
- NumPy
- Matplotlib
- Seaborn
- IN PROGRESS
Auto-EDA: AI-Powered Data Insight Engine
Automated exploratory data analysis platform that profiles datasets and generates insights automatically.
- Python
- Pandas
- Scikit-learn
- Automation
Real-Time Computer Vision System
Low-latency detection pipeline trained on a 30k-image dataset.
- Python
- OpenCV
- TensorFlow
- Keras
- CNN
Credit Scoring Engine
High-precision risk assessment product delivered with a cross-functional team of 4.
- Python
- Scikit-learn
- ML Systems Design
- Production Deployment
Executive Power BI Dashboards
Automated dashboards giving leadership real-time portfolio visibility.
- Power BI
- SQL
- Python
HOW I WORK
The AI lifecycle, end to end
Every project I lead follows the same disciplined path — from framing the business problem to monitoring a live model. Select a stage to see what happens inside it.
STAGE 1 / 5
Problem Framing
Work with stakeholders to define the decision the model must support, the success metric, constraints and the cost of being wrong before a single line of code is written.
- Stakeholder discovery
- Success metric definition
- Feasibility & data audit
Tools I reach for
Requirement workshopsSQLExcel / Power BI
EDUCATION & CERTIFICATIONS
Training and credentials
Professional Certification in Data Science
Datamites Institute · Bengaluru, India
Aug 2023
Advanced training in ML and AI focused on production deployment.
Bachelor of Arts
Shanghai International University · Manipur, India
Jun 2020
Completed degree with a focus on analytical thinking and research methodologies.
Certifications
- Certified Data Scientist — IABAC™
- Certified Data Scientist — NASSCOM
- Certified Data Scientist — JAINx University
- Professional Certification in DS — Datamites
CONTACT
Let's Build Something Intelligent Together.
Open to Data Science, AI engineering and machine learning leadership conversations.
Let’s talk
Hiring, collaborating on an AI build, or planning a corporate training program? I usually reply within a day.