Nikki M.

AI Researcher

Noida, Uttar Pradesh, India2 yrs 8 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Expert in AI model evaluation and software testing.
Proficient in full-stack development using the MERN stack.
Strong background in quality assurance and automation.

Stackforce AI infers this person is a Full-Stack Developer with a strong focus on AI and Software Testing.

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Skills

Core Skills

Artificial Intelligence (ai)Software DevelopmentSoftware TestingQuality Assurance

Other Skills

AI model evaluationAgile TestingAmazon Web Services (AWS)BootstrapC (Programming Language)CSSCascading Style Sheets (CSS)ChatGPTCloud ComputingData LoadingData Structures and Algorithms (DSA)Database Management System (DBMS)DebuggingDevOpsEmbedded JavaScript (EJS)

About

I work at the intersection of software engineering and AI.My journey started in quality assurance at Infosys where I spent over a year testing large-scale applications using Jira, SoapUI, and automation workflows. That role taught me something I still carry today: software isn't just about writing code, it's about making it reliable, understandable, and usable.From there, I became deeply interested in development and started building full-stack applications using the MERN stack. I enjoy creating real systems, authentication, backend logic, API communication, database operations, and responsive UI, not just UI screens.Today, I’m working in AI model evaluation, where I test and refine responses from generative models. I analyze AI-generated code (Java, Python, JavaScript, HTML/CSS), debug errors, rewrite optimized solutions, and provide structured feedback to improve accuracy, reasoning, and clarity.So, if I simplify my experience:I’ve tested softwareI’ve built softwareAnd now, I help improve the intelligence behind softwareI’m still learning, still experimenting, and still curious.If you're working on AI, full stack products, or anything that blends logic with creativity, I’d love to connect.

Experience

Outlier

AI Engineer - Prompt & Code Evaluation

Oct 2024 – Present · 1 yr 5 mos · Remote

Worked across multiple AI model training techniques: Supervised Fine-Tuning (SFT), Instruction Tuning, Preference Ranking, Prompt Engineering, Chain-of-Thought Reasoning, Red Teaming, and Multi-turn Evaluation.
Reviewed and validated AI-generated code in languages including Java, JavaScript, Python, HTML, and CSS — testing locally using VS Code and on Replit.
Debugged broken or incorrect code, rewrote optimized solutions, and evaluated outputs based on correctness, logic, security, and readability.
Provided in-depth ratings and multi-layered feedback on AI responses, including justification to help improve LLM understanding.
Assessed and rewrote outputs related to general knowledge, programming, ethical reasoning, math, and education.
Participated in adversarial prompt testing (red teaming) and safety review projects to help align AI with ethical standards.
Helped improve generative AI models through structured human feedback — enhancing model performance, clarity, and usefulness.

JavaJavaScriptPythonHTMLCSSAI model evaluation+4

Infosys

2 roles

Operations Executive (Software Testing and QA)

Feb 2022 – Feb 2023 · 1 yr

Performed end-to-end software testing to ensure applications met functional, performance, and user experience standards.
Designed, developed, and executed comprehensive test plans and test cases, identifying bugs, usability issues, and performance bottlenecks.
Utilized tools like JIRA for bug tracking and SoapUI for API testing, ensuring seamless integration and functionality across systems.
Applied Robotic Process Automation (RPA) to streamline repetitive tasks and improve testing efficiency.
Collaborated with cross-functional teams to understand requirements, reproduce issues, and validate fixes before deployment.
Delivered consistent, high-quality results by managing defect tracking, test execution, reporting, and documentation with accuracy and ownership.

Software TestingQuality AssuranceJIRASoapUIRobotic Process Automation (RPA)

Operations Executive- Trainee (Software Testing and Automation)

Oct 2021 – Jan 2022 · 3 mos

Successfully completed Infosys’ intensive training program for Operations Executive, focused on software development and testing fundamentals.
Gained practical experience in Java, Hibernate, Selenium, UFT, and Agile Testing methodologies through structured modules and assessments.
Cleared periodic evaluations and final capstone project, demonstrating hands-on application of learned skills.
Built strong technical and analytical foundations to support real-world QA, automation, and software testing responsibilities in client-facing projects.

JavaHibernateSeleniumUFTAgile TestingSoftware Testing+1