Hey, I'm Tahmeed 👋
Designing Intelligent Systems for Real-World Impact
Building end-to-end AI products—from data pipelines and model training to scalable APIs, agentic workflows, and intuitive UIs.
Turning ideas into products
Product engineer with 7+ years experience building intelligent tools across retail, medtech, AR/VR, edtech, and generative media. I design and ship RAG-based copilots, multi-agent LLM workflows, and scalable cloud backends that turn messy operational data into decision-ready tools.
My approach to building products:
- •Talk to users to uncover real pain points
- •Dig into why problems exist, not just what they are
- •Identify where AI can create meaningful impact
- •Ship solutions that actually get used
- •Iterate based on feedback, not assumptions
I've worked across enterprise teams and early-stage startups—bridging the gap between user needs and technical execution to deliver products that drive real business outcomes.
Years building production-grade systems and AI-powered applications
LLM agents, RAG pipelines, MLOps workflows, and generative media tools
Products built and shipped to including Japan, Singapore, Belgium, South Africa, Germany with massive enterprise clients such as Toppan, Brutex, Lectra, IKEA and many more.
Featured Product Portfolio
Hyper-realistic AR for textiles & furniture
Built AI tooling that powers the ingestion, segmentation, recoloring, and 3D transformation of real-world materials for retailers like Toppan, IKEA, Brutex
- • Segmentation pipelines
- • Texture generation
- • Automatic colorway synthesis
- • Agent-driven asset workflows
Tech: PyTorch, SAM2, OpenAI Vision, Next.js, Firebase
AI Systems: Segmentation pipelines, Texture generation, Automatic colorway synthesis, Agent-driven asset workflows
AI-Powered Microgrid & Data Center Site Planner
Built an end-to-end geospatial AI tool that automates early-stage site assessments for energy developers
- • Terrain ingestion (DEM, slope, aspect, cut/fill)
- • Asset auto-placement (solar, turbines, batteries)
- • Road network generation with A*
- • PDF/GeoJSON/KMZ exports
- • Full MLOps + AWS infrastructure
Tech: Python, FastAPI, PostGIS, Next.js, AWS (RDS, S3, ECS), USGS 3DEP, GDAL
AI Systems: Autonomous geospatial agents, Suitability scoring model, Terrain-aware routing, Automatic report generation
Agentic Tutor-Parent Messaging & Scheduling Platform
Designed a multi-agent system for real-time tutoring support, scheduling, personalized learning feedback, and parent communication.
Tech: Expo Go, React Native, Android/iOS, LangChain, LangGraph, OpenAI APIs, Firebase, Firestore
AI Systems: Orchestration agent, Scheduler agent, Analytics agent, Multi-threaded conversation memory
NDC packaging & quantity calculator for accurate medication fulfillment
Built an AI-augmented calculation engine that normalizes medications, matches prescriptions to valid NDC packages, and computes correct dispense quantities across all dosage forms.
Tech: TypeScript, SvelteKit, Firebase Functions, Firestore, RxNorm API, FDA NDC API
AI Systems: Drug-normalization pipeline, SIG-aware quantity calculator, Smart NDC ranking engine, Active/inactive package detection, Debuggable multi-stage search flow
Personal Robotics Lab & Automation Experiments
Built a personal robotics lab featuring a $20K industrial robot arm, originally used for logistics automation consulting. Now a playground for computer vision, pick-and-place automation, and experimental AI integration projects.
- • Industrial-grade 6-axis robot arm
- • Custom gripper and end-effector designs
- • Computer vision integration for object detection
- • Automated pick-and-place workflows
- • ROS2-based control systems
Tech: ROS2, Python, OpenCV, PyTorch, Arduino, 3D Printing
AI Systems: Object detection & classification, Path planning optimization, Vision-guided manipulation, Real-time pose estimation
Technical Skills
Always learning and growing, here are some of the technologies I've worked with.
AI & Data Products
MLOps & Backend
Frameworks & Tools
Business & Strategy
Product Design
Let's build
something together.
Actively exploring full-time opportunities, consulting roles, and impactful projects. Always open to conversations about how I can contribute.