You will get NLP, transfer and deep learning with Bert models
Project details
Hello Everyone,
I am capable of writing production-level code for various Natural Language Processing (NLP) tasks. My expertise and experience in Python allow me to create robust, scalable code for complex NLP and Machine Learning projects. I am also adept at developing APIs if needed.
My ML/NLP services include:
> Cleaning and preprocessing of textual data | Text clustering, classification, summarization, and parsing
> Identification of named entities | Analysis of sentiment in text
> Machine comprehension reading | Sentence matching
> Selection of features for analysis | Semantic Search ( Symmetry and Asymmetry )
> Topic modelling | Implementation of supervised and unsupervised models
> Creation of deep learning models | Utilization of advanced techniques for text embedding and vectorization.
I am capable of writing production-level code for various Natural Language Processing (NLP) tasks. My expertise and experience in Python allow me to create robust, scalable code for complex NLP and Machine Learning projects. I am also adept at developing APIs if needed.
My ML/NLP services include:
> Cleaning and preprocessing of textual data | Text clustering, classification, summarization, and parsing
> Identification of named entities | Analysis of sentiment in text
> Machine comprehension reading | Sentence matching
> Selection of features for analysis | Semantic Search ( Symmetry and Asymmetry )
> Topic modelling | Implementation of supervised and unsupervised models
> Creation of deep learning models | Utilization of advanced techniques for text embedding and vectorization.
Machine Learning Tools
BERT, NLTK, Python, Python Scikit-Learn, scikit-learn, TensorFlowWhat's included
| Service Tiers |
Starter
$100
|
Standard
$750
|
Advanced
$1,000
|
|---|---|---|---|
| Delivery Time | 3 days | 7 days | 10 days |
Number of Revisions | 1 | 1 | 2 |
Number of Model Variations | 1 | 2 | 3 |
Number of Scenarios | 1 | 2 | 3 |
Model Validation/Testing | |||
Model Documentation | |||
Data Source Connectivity | - | - | - |
Source Code |
About Pratik
ML - Deep Learning - Data Science - NLP Engineer - Data Visulaization
Bangalore, India - 10:58 am local time
- Validated in the "Expert Vetted" category: Upwork's top 1% talent
- 6 years of dedicated expertise in the field of AI & ML
- Distinguished education acquired from IIT Kharagpur, India's foremost undergraduate college with an acceptance rate of less than 0.1%.
I'm Pratik, an AI Researcher and ML Engineer. I and My team have 6 years of experience in these fields. We all are graduates of one of the prestigious colleges of India, IIT Kharagpur. Subsequently, I refined my expertise by contributing to renowned MNCs. Reach out to me if you're inclined to revolutionize the world through AI and cutting-edge technology.
Areas of Expertise:
- Satellite Data and Climate Science
- Finance and Trading Analysis
- Proficiency in Insurance Sector
- In-depth Understanding of Social Media Dynamics
- Sports Analytics Mastery
- Medical Diagnosis | Prognosis | Medical Treatment
Specialties Areas:
Computer Vision | NLP and LLMs | Genetic Algorithms | Reinforcement Learning | Classification/ Regression Hyper-optimized models | Time Series Analysis | Equity and Options Trading AI Models
Portfolio Highlights:
• NLP
○ Proficient in LLM Model Development (From Scratch / Fine-Tuning / Inference)
○ Crafting AI NLP-Powered Search Engines for Database Queries
○ Designing Chatbots using OpenAI's ChatGPT API
○ Expertise in Key Phrase Extraction
○ Skillful in Topic Modelling
○ Conducting Sentiment Analysis on Twitter and Reddit Data
○ Accomplished in Computational Linguistics Analysis
○ Text Summarization
• Computer Vision Proficiencies:
○ Conducted Large-scale Satellite Data Image Processing
○ Extracted Text from Images (OCR + Computer Vision with Enhancement)
○ Employed Generative Adversarial Networks (GANs) for Image Generation
○ Captured Nutrient Information from Recipe Images (OCR + Computer Vision with Enhancement)
○ Extracted Ingredients from Food Label Images (OCR + Computer Vision with Enhancement)
○ Executed Semi-Supervised Facial Recognition
○ Proficiently Identified Objects in Images
• Financial Expertise
○ Developed Model for Predicting Stock Option Prices
○ Created a Stock Trading Application using Python
○ Applied Reinforcement Learning for Stock Price Prediction
○ Constructed a Model for Cross Selling Insurance Products
○ Devised a Strategy for Optimizing Insurance Procurement Spending
• Speech Proficiency
○ Designed Speech-to-Text Transcription Model for Generating Meeting Minutes
• Proficiency in Recommendation Systems
○ Developed Recommendation Engine to Enhance Search Engine Queries
○ Created Deep Reinforcement Learning-based Recommendation Engine for News Articles
○ Designed a Recommendation Engine for Suggesting Food Articles to Users
• Extra
○ Applied Genetic Algorithms for Model Optimization
SERVICES:
- Data Cleaning and Preparation
- Descriptive Statistics
- Data Visualization
- Exploratory Data Analysis(EDA)
- Data Preprocessing
- Statistical Analysis
- Feature Engineering
- Data Mining
- Model building
- Model Evaluation
- Model Hyperparameter Tuning
- Regression
- Classification
- Clustering
Libraries / Tools :
- Pandas
- Numpy
- Matplotlib
- Seaborn
- Sklearn
- Jupyter Notebook/Lab
- Google Collab
- Bert
- Spacy
- NLTK
- LLMs
Why Choose us :
On-time delivery of the work.
Top-notch quality work.
Customer satisfaction
Don't hesitate to contact me to discuss the project scope, budget, and timeline.
Note: Please inbox me first before placing the order.
We look forward to working with you
Relevant Coursework
• Deep learning specialization offered by Coursera(DeepLearningAI) through five interconnected courses.
• Natural Language Processing Specialization offered by Coursera(DeepLearningAI)
• AI for Medicine Specialization offered by Coursera(DeepLearningAI) through three interconnected courses
• Generative Adversarial Networks (GANs) Specialization offered by Coursera(DeepLearningAI) - ongoing.
• Data Scientist with Python Track offered by Datacamp. The track consists of 21 small courses
• AI for Everyone offered by Coursera taught by Andrew NG
• Excel/VBA for Creative Problem Solving by the University of Colorado Boulder on Coursera
• AI for Medicine Specialization offered by Coursera(DeepLearningAI) through three interconnected courses
Steps for completing your project
After purchasing the project, send requirements so Pratik can start the project.
Delivery time starts when Pratik receives requirements from you.
Pratik works on your project following the steps below.
Revisions may occur after the delivery date.
Understanding of Problem Statment and Dataset.