TALHA BIN SHAHID
AI/ML ENGINEER
LinkedIn: raja-talha
Github: TalhaBinShahid
WORK EXPERIENCE
AI/ML Fellowship
Jan 2025 - Dec 2025
Buildables | Islamabad
Gained hands-on experience in Python (NumPy, Pandas, Matplotlib), web scraping (Selenium, BeautifulSoup,
Crawl4AI), and data preprocessing by completing multiple end-to-end projects from scratch.
Developed and deployed machine learning and deep learning models (Regression, Classification, Clustering,
PCA, CNNs, RNNs, Transformers, GANs) with practical applications such as house price prediction, spam
detection, anomaly detection, and image classification, with all projects showcased on GitHub.
Designed and implemented advanced AI agents and RAG chatbots using modern frameworks such as
LangGraph and the Google AI SDK.
PROJECTS
LeafLens — End-to-End AI Disease Detection & Assistant (Full-Stack, AI-Integrated):
Built an end-to-end plant disease detection system using FastAPI + TensorFlow, fine-tuning
ResNet50/InceptionV3 on a 50k+ image dataset and achieving 97–98% accuracy.
Developed a full-stack Next.js app with real-time image upload and instant predictions (<2s per image).
Integrated an OpenAI/Gemini-powered AI assistant with a RAG-style workflow, improving user decisionmaking speed by 40%+.
Pizza Showdown App using Google Agent Development Kit (ADK):
Built autonomous agents using Google’s Agentic AI Toolkit and Gemini 2.5 models for web search, translation,
and planning tasks
Integrated tools like Google Search and structured multi-agent workflows using ReAct and SequentialAgent
patterns
Managed agent sessions and asynchronous execution with Runner and InMemorySessionService for
persistent, context-aware interactions
Agentic AI Chatbot using LangChain:
Built a locally running AI chatbot using LangChain, integrated with the DeepSeek-R1 model through Ollama,
and deployed it via a simple Streamlit interface.
Number Plate Recognition Application:
Fine tuned YOLO on a dataset of around 25K+ images consisting of Pakistan Images.
Extracting Bounding box coordinates of number plates using YOLO.
EDUCATION
Bachelor of Science in Computer Science
National University of Modern Languages, Islamabad,
Pakistan
CERTIFICATIONS
5-Day AI Agents Intensive Course with Google
Machine Learning Specialization by Deeplearning.ai
AI for Everyone by Deeplearning .ai
Crash Course on Python by Google
SKILLS
Languages: C/C++, Python, Java, JavaScript, LangChain, LangGraph, crewAI, Google ADK
Web Development: FastAPI, React, Next Js
Development Tools: Visual Studio Code, Jupyter Notebook, Google Colab, Kaggle Workspace, Google Agent
Development Kit.
Git & GitHub
Machine Learning | Deep Learning | Agentic AI | GenAI | Computer Vision | NLP | Web Scraping
Databases: SQL, Vector databases, Faiss, Pinecone, Chroma
