My Projects & Work
Machine Learning Projects
Diamond Price Prediction
Machine learning model that predicts diamond prices based on various features like carat, cut, and clarity.
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Sensor Fault Detection
This project is designed to detect faults in semiconductor wafers using machine learning.
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Wine Quality ML-Project
This project is an end-to-end machine learning pipeline for predicting wine quality using the UCI Wine Quality dataset.
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Cement Strength Prediction Project
Predicting the compressive strength of concrete accurately is essential for ensuring the safety and longevity of buildings and infrastructure..
View ProjectDeep Learning Projects
Image Sentiments Classification
A CNN-based model that classifies images based on emotional content using deep learning techniques.
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Chicken Disease Classification
A deep learning project to classify chicken diseases from images using a Convolutional Neural Network (CNN).
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Sign Language Detection
This project is an end-to-end web application for real-time sign language detection using a custom-trained YOLOv5 model.
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Cotton Disease Prediction DL
This project leverages deep learning and transfer learning techniques to predict diseases in cotton plants from leaf images.
View ProjectNLP & Generative AI Projects
RAG ChatBot
This chatbot is created for chatting with pdf files leveraging open source LLM models like Mistrial using huggingface API and Pinecone for storing vectors of row text data as vector db.
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Fine-Tune a Generative AI Model for Dialogue Summarization
Fine-tuned an existing LLM from Hugging Face for enhanced dialogue summarization
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Human Text Vs AI-Generated Text
The project is all about how to classify text between human-generated text and AI-generated text.
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Fine tune Llama2 with QLora
This project is all about how to fine tune Llama2 7b model with Qlora, PEFT fine tune.
View ProjectAgentic AI Projects
Financial Information Extraction System
This system is a sophisticated tool designed to extract and analyze financial information from PDF documents, particularly focused on company financial statements..
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Automated Deep Research Agent
An intelligent AI-powered research assistant that performs comprehensive deep research on any topic using OpenAI's agent framework.
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Finance Research Agent
An AI system that conducts research by autonomously searching, analyzing, and synthesizing information.
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AI-Powered Fitness & Diet Planner
This application leverages specialized AI agents working together to deliver comprehensive, science-based workout routines and nutrition plans tailored to individual goals and requirements.
View ProjectAreas of Expertise
Deep Learning
Creating neural networks that emulate human learning for advanced pattern recognition.
Natural Language Processing
Enabling machines to understand and generate human language.
Retrieval-Augmented Generation
Enhancing AI responses with external knowledge retrieval.
Technical Skills
Programming Languages
Python
C#
JavaScript
HTML/CSS
AI & ML Libraries
Computer Vision
- OpenCV - Image processing & analysis
- YOLO v5-v8 - Object detection
- Detectron2 - Instance segmentation
- Advanced OCR - Vision models for text extraction
- MediaPipe - Face & body tracking
NLP & Language Models
- OpenAI - GPT models implementation
- Gemini Pro - Google's LLM integration
- HuggingFace - Transformer models
- NLTK/spaCy - Text processing
- LangChain - LLM application development
Generative AI Tools
- LangChain - LLM application framework
- LangGraph - Agent orchestration
- Crew AI - Multi-agent systems
- AutoGen - Autonomous agent creation
- Stable Diffusion - Image generation
Databases & Storage
- SQL Server - Relational database
- MySQL - Open source SQL database
- MongoDB - NoSQL document store
- Supabase - Open source Firebase alternative
- VectorDB - Embeddings storage for AI
- Pinecone - Vector database
Frameworks & Development
- Flask/FastAPI - Python web APIs
- Django - Full-stack web framework
- .NET - Winform/ASP.NET MVC
- React - Frontend development
- Docker - Containerization
- Git/GitHub - Version control
AI Agents & Tools
- LangGraph - Multi-agent systems
- CrewAI - Multi-agent systems
- Google AI Agents sdk - Multi-agent systems
- OpenAI AGent sdk - Multi-agent systems
- MCP - Model Context Protocal
- A2A - Agent-to-Agent Protocol
Cloud & Deployment
- AWS - EC2, S3, Lambda, SageMaker
- Azure - AKS, Cognitive Services
- GCP - Google Cloud AI, Vertex AI
- MLOps - Model deployment workflows
- CI/CD - GitHub Actions, Azure DevOps
Advanced AI Tools & Expertise
What People Say
"Alok's expertise in machine learning helped our team develop a predictive analytics solution that increased our business efficiency by 35%. His technical knowledge and problem-solving abilities were invaluable."
Sarah Johnson
CTO, TechInnovate Inc.
"Working with Alok on our NLP project was a game-changer. His deep understanding of language models and ability to apply them to real-world problems resulted in an impressive chatbot system that our clients love."
Michael Chang
Project Manager, AI Solutions
"Alok's computer vision expertise was essential for our retail analytics platform. He developed a customer tracking system that provides valuable insights and has become a core feature of our product."
Priya Sharma
Product Director, RetailTech
Contact
I'm always open to discussing new projects, opportunities, and partnerships. Feel free to reach out using the form below.