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Hi, I'm Akanksha, a Computer Science Engineering student passionate about Artificial Intelligence, Machine Learning, and Generative AI.
🔹 Currently learning Python, Data Structures & Algorithms, and AI/ML
🔹 Exploring LLMs, RAG systems, NLP, and AI-powered applications
🔹 Building projects that combine software development with real-world AI solutions
🔹 Interested in creating scalable, production-ready AI products
🔹 Open to collaborations, internships, and innovative tech projects
I enjoy turning ideas into practical solutions and continuously improving my problem-solving and development skills.
Python · LLMs · Vector DB · NLP · Embeddings
- 📚 Built a Retrieval-Augmented Generation chatbot grounded in a curated knowledge base — 90%+ context-accurate responses
- 🎯 Engineered semantic retrieval with vector embeddings + cosine similarity, cutting irrelevant replies by ~40%
- ⚡ Optimised inference pipeline to achieve sub-2-second response latency on 500+ document corpora
- Stack:
PythonFAISS/ChromaLLMsEmbeddingsNLP
Python · Gemini API · Telegram Bot API · Automation
- 🔁 Built an AI-powered broadcast platform integrating Gemini API with Telegram — dynamic content to multiple channels simultaneously
- 🤖 Eliminated ~80% manual content-creation effort via automated AI-driven pipelines
- 🏗️ Designed scalable API-based workflow architecture reducing delivery inconsistencies
- Stack:
PythonGemini APITelegram Bot APIAutomation Pipelines
Python · Cybersecurity · NLP · Web Scraping
- 🔍 Automated dark web monitoring system — scans & classifies suspicious content (fraud, leaks, illegal listings)
- 🛡️ Keyword-based NLP pattern matching for targeted threat identification, dramatically reducing manual analyst time
- 📊 Processed unstructured text at scale; lays groundwork for ML-based anomaly detection
- Stack:
PythonNLPWeb ScrapingCybersecurity
📷 Image Processing Intern | Sarala Birla University | May–Jul 2025
→ 10+ image processing algorithms in MATLAB (enhancement, filtering, edge detection)
→ Real-world CV techniques applied to sample datasets
🌸 Contributor & Ambassador | GirlScript Summer of Code | Apr 2026–Present
📣 Campus Ambassador | Aptisure Learning | Mar–Apr 2026
"Grounding every response in facts — because hallucinations are a bug, not a feature." 🧠