Available to hire
Hi, I’m Sheheryar Ramzan, an AI/LLM Engineer specializing in fine-tuning, evaluating, and deploying large language models in production. I love turning cutting-edge AI research into reliable, scalable applications, building agentic systems, RAG pipelines, and prompt engineering frameworks for real-world impact.
Currently I work across two remote AI roles, delivering LLM-powered products from fine-tuned Mistral 7B endpoints to autonomous multi-agent research systems. I enjoy the challenge of turning complex data into practical, user-friendly solutions that help teams build smarter products.
Skills
Language
English
Fluent
Work Experience
AI Engineer at AlphatechLogics
March 1, 2025 - PresentDeveloped a real-time pipeline with DensePose and YOLO for logo transfer onto torsos, reducing jitter by 50%. Worked on 3D avatar reconstruction from monocular video using MultiPLY, trained on 40+ multi-person videos.
Algorithm Engineer at Software Motion (Suzhou) Engineering Services Co. Ltd
July 1, 2024 - PresentSuccessfully converted a two-stage ONNX model to a single-stage ONNX model, reducing inference time by 24 ms. Supported MMDetection3D and BEVFusion model training, evaluation, and export, achieving a 3% mAP gain. Introduced new object detection classes to broaden model functionality for diverse use cases.
Machine Learning Intern at Center of Excellence - Artificial Intelligence
August 31, 2023 - July 18, 2025Utilized TensorFlow.js and JavaScript for real-time pose estimation with PoseNet. Researched pose-related problems and applied OpenPose, DensePose, and YOLO to pose estimation tasks.
Teaching Assistant at FAST National University of Computer and Emerging Sciences
June 30, 2024 - July 18, 2025Assisted in grading assignments for 100+ students, providing constructive feedback to enhance learning outcomes. Supported students in Python programming, focusing on interpolation techniques.
AI Engineer + Automation Engineer at AlphatechLogics
March 1, 2025 - PresentEngineered a multilingual voice-to-SQL pipeline (Mandarin & English) using Gemini 2.5 Flash and Whisper, achieving 95% SQL query accuracy and reducing manual data entry by 75%. Built AI-powered automation workflows using n8n and Google Gemini Vision API, including an invoice processing pipeline that extracts 19+ fields into MongoDB with relational null-safe schema. Developed an e-commerce product image automation system with LangChain, Firecrawl, and Supabase (dual-trigger workflow reducing API calls by 40%). Built a real-time perception pipeline (YOLOv11 + DensePose + SMPL) for logo transfer onto torsos, reducing temporal jitter by 50%.
Perception AI Engineer [Concurrent Remote Contract] at Software Motion (Suzhou) Engineering Services Co. Ltd
July 1, 2024 - PresentLeading ONNX deployment workstream — model export, PyTorch–ONNX alignment, and output validation; converted two-stage to single-stage pipeline, reducing inference time by 24ms. Supported MMDetection3D and BEVFusion model training and evaluation; configuration improvements achieved a 3% mAP gain.
Machine Learning Intern at Center of Excellence – Artificial Intelligence
July 1, 2023 - August 31, 2023Implemented real-time pose estimation using TensorFlow.js and PoseNet; researched and applied OpenPose, DensePose, and YOLO across pose estimation tasks.
Teaching Assistant – Numerical Computing at FAST National University of Computer and Emerging Sciences
January 1, 2024 - June 30, 2024Supported 100+ students in Python programming and interpolation techniques; provided structured feedback on assignments.
Education
Bachelor of Science at FAST National University of Computer and Emerging Sciences
January 1, 2020 - June 30, 2024Bachelor of Science in Computer Science at FAST National University of Computer and Emerging Sciences
January 11, 2030 - June 1, 2024Qualifications
Generative AI with Large Language Models
January 1, 2025 - December 31, 2025LangChain Chat with Your Data
January 1, 2025 - December 31, 2025Neural Networks and Deep Learning
January 1, 2023 - December 31, 2023AWS Academy Graduate - AWS Academy Microservices and CI/CD Pipeline Builder
January 1, 2024 - December 31, 2024Generative AI with Large Language Models
January 1, 2025 - March 26, 2026LangChain: Chat with Your Data
January 1, 2025 - March 26, 2026Neural Networks and Deep Learning
January 1, 2023 - March 26, 2026AWS Academy Graduate — Microservices & CI/CD Pipeline Builder
January 1, 2024 - March 26, 2026Industry Experience
Software & Internet, Computers & Electronics, Education, Healthcare, Gaming, Media & Entertainment, Professional Services
Skills
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