I'm a passionate AI/ML Engineer with expertise in machine learning, deep learning, and building scalable applications. I thrive on solving challenging real-world problems using advanced technologies.
- Deep Learning Frameworks
- Retrieval-Augmented Generation (RAG) Applications
- Fine-tuning and LangChain
- AI/ML Engineer at Techtics.ai
- Developed scalable RAG-based solutions and chatbot integrations.
- Designed efficient pipelines for data processing and retrieval.
- Enhanced functionality for business clients, including Emirates.
- Delivered key improvements to reduce operation times by over 85%.
I'm eager to collaborate on innovative Machine Learning and AI projects, especially those focusing on RAG, computer vision, or NLP.
- Email: [email protected]
- LinkedIn: Ibtsam Sadiq
- Revamped the legacy codebase to reduce coupling and improve modularity.
- Implemented Dockerized microservices for text-to-image and language translation functionalities.
- Enhanced system scalability for seamless job management.
- URL: Talina Project
- Integrated intelligent chatbots into a Django-based tax and accounting advisor.
- Incorporated KPI measurements from CSV data and conducted graph analysis.
- Improved functionality for business clients, including Emirates, and reduced manual processing time by 90%.
- URL: Simpla App
- Built a robust image search engine using open-source models like Llama-3.1 90B.
- Designed dynamic pipelines for continuous data incorporation.
- Reduced search latency significantly while enhancing relevance.
- Developed a CNN-LSTM-based system for analyzing noisy sensory data.
- Published a research paper in ICCoR 2024 and collaborated on a React and Flask platform for real-time data collection.
- Built a Python-based tool for creating personalized emails for graduate admissions.
- Scraped professor data to auto-generate insightful profiles and email drafts.
- Programming Languages: Python, C/C++, Java, JavaScript, SQL
- AI/ML Frameworks: TensorFlow, PyTorch, Hugging Face, LangChain
- Web Development: Flask, Django, FastAPI, Streamlit, HTML/CSS, JavaScript
- Databases: MySQL, PostgreSQL, Redis, Faiss, Chroma, Pinecone
- Cloud: AWS (EC2, S3, RDS, ECR, VPC, DynamoDB)
- Tools: Git, Docker, Postman, CI/CD, Stripe, LaTeX
- Winner of Build with AI Hackathon at Nutec 2024, Fast Peshawar.
- Runner-up at Nutec, Fast Islamabad with a cash prize of 30,000 PKR.
- Selected for the Prime Minister Laptop Scheme 2023 (Top 2/50 students).
- Ranked Top 10 at PUCON with the Brain Bots AI Team.
- I enjoy gardening and have developed a 1-canal exotic fruit forest.
- Love bike riding and exploring new terrains.