Jerrick Godwin
@jerrickgodwin
I am a software engineer specializing in full-stack and LLM systems.
What I'm looking for
I am a software engineer with over a year of experience building full‑stack applications and production LLM systems at CodeGen, where I implemented AI agents, hybrid RAG architectures, and optimized LLM fine‑tuning workflows. I have improved developer efficiency through tools that analyze commits and AST-based indexing, and reduced manual QA by 90% via automated test suites. I co-authored a 2025 conference paper on integrating domain-specific knowledge into LLMs and hold a BSc (Hons) in Computer Science.
I focus on pragmatic problem solving, hyperparameter optimization, and low‑memory, high‑performance ML deployments using techniques like QLoRA, LoRA, vLLM, and FlashAttention. I seek to contribute to agile teams where I can mentor peers, build impactful products, and scale AI-driven features in production.
Experience
Work history, roles, and key accomplishments
Software Engineer
CodeGen Innovations (Pvt) Ltd
May 2025 - Present (4 months)
Implemented an AI agent to forecast purchase trends and events impacting customer interest for MCP. Improved LLM fine-tuning (LoRA, prompt engineering, vLLM, FlashAttention2), developed a hybrid RAG (dense+sparse, HNSW) for instant retrieval with low memory usage, and built a GitLab commit analysis tool to surface developer-efficiency insights.
Associate Software Engineer
CodeGen International (Pvt) Ltd
Jul 2024 - Apr 2025 (9 months)
Developed a React-based web app with an advanced Canvas Editor for LLM interaction, significantly improving user experience across the company. Implemented a QA test suite with tool-augmented validation, reducing manual testing by 90%.
Software Engineering Intern
CodeGen International (Pvt) Ltd
Jul 2023 - Jul 2024 (1 year)
Fine-tuned LLMs with SFT and QLoRA achieving an 85% success rate on complex codebases and built an ETL pipeline that reduced manual effort by 60%. Implemented an AST-based codebase indexing algorithm to enable LLM fine-tuning on large repositories and improved developer efficiency by 15%.
Education
Degrees, certifications, and relevant coursework
University of Westminster
Bachelor of Science (Hons), Computer Science
2021 - 2025
Completed a BSc (Hons) in Computer Science from January 2021 to July 2025.
Availability
Location
Authorized to work in
Job categories
Skills
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