Innovating with ML & GenAI

Hi, I'm Apil

A passionate AI Researcher & Developer specializing in Deep Learning, Natural Language Processing & Generative AI

I build intelligent systems that bridge cutting-edge technology with real-world impact.

Check out my diverse projects and skills, where I bring ideas to life and strive for excellence in every endeavor.

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My Tech Stack

Tools that power my cosmic creations

Languages

Python Java JavaScript

Web & Design

HTML5 CSS3 Bootstrap Figma Photoshop

Frameworks

Django Flask FastAPI Streamlit J2EE

Databases

MySQL Oracle SQL SQLite

AI/ML

TensorFlow PyTorch LLMs LangChain Scikit-learn

Data Science

Pandas NumPy Matplotlib Seaborn

Vision

OpenCV YOLO MediaPipe

NLP

Transformers NLTK spaCy Ollama Groq

Featured Projects

Where AI meets real-world solutions

Bank Chatbot System
LangGraph FastAPI RAG GROQ

Bank Chatbot Systems

Developed AI-powered banking assistants for Muktinath and Sanima Banks featuring:

  • Real-time financial data integration
  • Multi-document RAG architecture
  • Transaction processing workflows
  • Manager approval systems
WorkSphere Employee Management
WebSockets YOLOv8 LLMs OpenCV

WorkSphere EMS

Comprehensive employee management platform with AI capabilities:

  • Anti-spoofing facial recognition attendance
  • Real-time task management system
  • Sentiment analysis on feedback
  • Document Q&A with LLMs
Multimodal Emotion Recognition
Wav2Vec2 DistilBERT ViT PyTorch

Multimodal Emotion AI

Unified emotion recognition system analyzing:

  • Speech patterns (Wav2Vec2)
  • Text sentiment (DistilBERT)
  • Facial expressions (Vision Transformers)
  • Probabilistic fusion model
Retail AI Solutions
LLAMA2 QLORA LangChain Stable Diffusion

Retail AI Suite

Comprehensive solutions for clothing brands:

  • Fine-tuned LLAMA2/MISTRAL models
  • QLORA quantization for CPU inference
  • Product image generation (Stable Diffusion)
  • Automated customer profiling
Drowsiness Detection
YOLOv8 OpenCV Roboflow Custom Dataset

Smart Drowsiness Detection

Real-time driver safety system:

  • Custom-trained YOLOv8 model
  • 500+ annotated image dataset
  • 95% detection accuracy
  • Alert escalation system
Cold Outreach Automation
GROQ LangChain Web Scraping Streamlit

Cold Outreach Automation

AI-powered lead generation system:

  • Automated email personalization
  • Google Maps lead extraction
  • Sentiment-based outreach strategy
  • Response tracking dashboard
Byte Bazaar E-commerce Website
Java JEE JSP Servlets MySQL

Byte Bazaar (E-commerce Website)

Full-featured gadget e-commerce platform:

  • Implemented user authentication system
  • Built product catalog and shopping cart functionality
  • Developed admin dashboard for inventory management
  • Integrated secure payment processing
Quiz App with LangChain
LangChain Python AI/ML React

AI-Powered Quiz Application

Interactive quiz platform built with LangChain:

  • Dynamic question generation using LLMs
  • Adaptive difficulty based on user performance
  • Topic-based quiz categorization
  • Performance analytics dashboard