Full Stack AI Engineer | Computer Vision & NLP Specialist

🏆 Top Rated Freelancer | 100% Job Success
🧠 3+ years building and deploying scalable AI/ML systems
🌍 Open to freelance, full-time remote, and consulting roles

I build reliable, production-ready AI systems:

• 🔍 Retrieval-Augmented Generation (RAG) using LangChain, LlamaIndex, pgvector
• 🎯 Vision Systems (YOLOv8, 3D pose estimation, aerial detection, stereo vision)
• 🗣️ LLM-based NLP (Flan-T5, LLaMA, GPT fine-tuning, entity extraction, email classification)
• ⚙️ Automated ML Workflows (Vertex AI pipelines, BigQuery, Terraform, CI/CD with Cloud Build & GitHub Actions)
• 🧠 Backend AI Services (Django, scalable APIs, real-time inference servers)

NASTP — June 2025 – Present

• Building high-performance, real-time computer vision applications using Nvidia DeepStream & GStreamer
• Orchestrating real-time computer vision workloads using Docker Swarm
• Building a video analytics dashboard with multiprocessing for precision control over RTSP streams
• Training and deploying state-of-the-art YOLO models for real-time object detection and tracking
• Built a dashboard for managing camera input streams, model selection and observing compute usage
• Lead architect in building and deploying a facial recognition access control system with Nvidia Triton Inference Server, FastAPI interface and Milvus DB for search and retrieval

Ivedha Inc — April 2022 – March 2025

• Leveraged cloud technologies to forecast and optimize cloud costs using system-level metrics
• Designed and developed scalable backend systems using microservices architectures
• Leveraged large language models for implementing RAG systems for user-specific knowledge bases and requirements
• Designed and developed intricate data models for storage and accession of complex data via concurrent API calls
• Deployed well-orchestrated solutions optimized for on-prem and cloud services
• Collaborated on the development of a global outage monitoring system for banking services
• Built a document retrieval, processing and ingestion pipeline to client storage using llama-index for RAG and Postgres for staging
• Developed and deployed an information retrieval system using llama-index, using Postgres' pgvector for storing vector indices to build a Q/A chatbot, leveraging a Docker Compose stack for deployment

QLU.ai — March 2024 – June 2024

• Used state-of-the-art ResNet-152 ImageNet-pretrained models for ethnicity classification of profile images
• Designed and developed a highly-performing semantic search solution for extracting relevant information from large corpora of text
• Designed and developed a profile-ranking mechanism for executive profiles using natural language processing and statistical methods
• Oversaw deployment of existing as well as newly-incorporated AI systems on both on-prem and cloud infrastructure
• Analyzed systems using evaluation metrics such as AUC, Precision and Recall for better results

• Delivered RAG pipelines, LLM APIs, vision-based trackers & smart inference services
• Built secure microservices, dockerized deployments, GPU-based inference APIs
• Successful contracts with consistent 5⭐ reviews

• zone-mapper: DBSCAN + Markov transition matrix to forecast delivery zones
• llama-index-rag: Vector-based RAG chatbot using Postgres + pgvector
• ksa-plate-detector: DETR fine-tuning and edge deployment for plate recognition
• semantic-search-api: Embedding-based semantic search using huggingface & Faiss
• stereo-vision-pose: YOLOv11 for stereo-based 3D pose estimation on Basler + Jetson AGX
• document-parser: Document ingestion, parsing & NER with LangChain + OpenAI tools
• real-estate-chatbot: Django + LLM backend for intelligent property reports
• server-cable-inference: YOLOv8 + keypoint regression for direction/sag detection
• cloud-optimizer-ui: Streamlit UI for AWS cost forecasting using kernel regression
• vegetation-mapper: Drone imagery → GeoJSON vegetation mapping via ONNX inference

• MS Data Science – FAST Islamabad (2025)
• BS Computer Science – COMSATS Islamabad (2022)
• TensorFlow Developer Certificate
• AWS Cloud Technical Essentials
• Data Visualization with Python