Projects

Generative AI content engine utilizing LLMs, structured prompt engineering, and context-aware generation chains. Streamlines automated content creation across technical and marketing domains via scalable API integration.

• generative-ai
• llm
• prompt-engineering
• fastapi
• openai-api
• python

AI-powered computer vision and digital image forensics platform engineered to detect visual anomalies and manipulations. Built with deep learning models served via high-throughput FastAPI REST endpoints to achieve real-time forensic perception in 2-4 seconds.

• computer-vision
• deep-learning
• fastapi
• object-detection
• image-forensics
• python

Award-winning voice-controlled desktop AI assistant that secured 1st Place in intra-college competition. Combines speech recognition, Natural Language Processing, and Transformer-based intent classification for automated task execution and desktop workflows.

• voice-assistant
• nlp
• transformers
• speech-recognition
• automation
• python

Neural machine translation platform engineered specifically for Indian regional languages using sequence-to-sequence transformer pipelines. Features specialized subword tokenization to preserve contextual semantics and syntactic accuracy across multilingual pairs.

• nlp
• machine-translation
• indic-nlp
• transformers
• pytorch
• huggingface

Content-based movie recommendation engine built on a 5,000+ title TMDB dataset using text vectorization and cosine similarity. Implements exploratory data analysis, feature extraction, and high-precision recommendation algorithms.

• machine-learning
• recommender-system
• scikit-learn
• pandas
• cosine-similarity
• python

Comprehensive Natural Language Processing application supporting both abstractive and extractive document summarization using Hugging Face Transformer pipelines. Evaluated using standard NLP metrics to compress lengthy technical text into coherent executive digests.

• nlp
• text-summarization
• transformers
• huggingface
• pytorch
• python

Dynamic meteorology dashboard consuming real-time weather observation APIs with asynchronous data fetching and responsive state management. Delivers instant multi-day forecasts, geolocation tracking, and ambient meteorological visualizations.

• weather-app
• api-integration
• javascript
• html5
• css3
• responsive-design

This website serves as a digital catalog for Zifam's pharmaceutical product line, specifically tailored for the Tanzanian market. It features a clean, professional design with easy navigation and comprehensive product information.

Comprehensive RAG (Retrieval-Augmented Generation) project featuring multiple advanced techniques including hybrid search, multi-query generation, reranking, and contextual compression.

An autonomous multi-agent AI system that collaboratively researches, fact-checks, and synthesizes complex topics into detailed reports.

ContentForge is a powerful, production-ready AI content generation platform using **only free and open-source tools**. Generate blogs, emails, ads, social media posts, and business content using local AI models powered by Ollama.

Machine Learning & AI Engineering project by Aman Pal.

Machine Learning & AI Engineering project by Aman Pal.