About
Machine Learning Engineer with 2+ years of experience developing reliable AI applications, enterprise Retrieval-Augmented Generation (RAG) systems, parameter-efficient fine-tuning pipelines, and production MLOps infrastructure. Skilled at optimizing LLM outputs, reducing hallucination rates, building high-throughput FastAPI services on AWS, and scaling applications to 10k QPS with 99.9% uptime.
Skills & Expertise (29)
Work Experience
Freelance AI/ML Engineer
Self-employed (Fintech & Edtech Startups)
Nov 2025 - Present
Architected autonomous AI agent workflows featuring dynamic tool calling and long-term memory to execute complex, multi-step tasks for client platforms. Automated multi-step operations using custom tools, cutting client task execution time by 40%. Fine-tuned open-weight language models via LoRA and PEFT techniques, boosting task accuracy across specialized prompts by 25%. Engineered embedding ETL pipelines and optimized vector search context management, reducing overall inference latency by 30%.
Software Engineer – AI/ML & GenAI
tickIoT Inc
Nov 2023 - Oct 2025
Built production RAG pipelines using LangChain and FAISS vector databases, cutting model hallucination rates by 35% across document search operations. Connected GenAI models with external REST APIs and relational databases to enable autonomous execution of backend workflows. Engineered asynchronous FastAPI microservices, performing load testing to support up to 10,000 queries per second with sub-second response times. Deployed model microservices on AWS (EC2, ECS) using Docker containerization and automated CI/CD deployment pipelines, keeping 99.9% service uptime. Partnered with cross-functional product teams to design and deploy 4 core AI features, resulting in a 15% boost in daily active user engagement.
Education
Master of Computer Applications - Biju Patnaik University of Technology, Rourkela (IMIT,Cuttack)
2020 - 2023 · Afghanistan
Bachelor of Science in Information Technology - Centurion University Of Technology and Management, BBSR
2017 - 2020 · Afghanistan
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Skills (29)
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