Ritik Kumar Pathak

AI Researcher

Bengaluru, Karnataka, India7 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Expert in building scalable AI systems and ML pipelines.
Proficient in Generative AI and MLOps with cloud technologies.
Strong background in Fintech application development.

Stackforce AI infers this person is a Fintech and AI professional with strong full-stack development capabilities.

Contact

Skills

Core Skills

Machine LearningData EngineeringGenerative AiMlopsFull-stack DevelopmentFintechSoftware Development

Other Skills

PythonRabbitMQgRPCREST APIsML/DL modelsOCR systemsLLM solutionsLangChainLlamaIndexOpenAI APIsPineconeFAISSFastAPIReact.jsTypeScript

About

I am a passionate AI, Data Science, and Data Engineering professional with a Bachelor's degree in Artificial Intelligence and Machine Learning from JSSATE Bengaluru (2025). Skilled in Python, R, JavaScript, and SQL, I work across Machine Learning, Deep Learning, NLP, MLOps, Data Engineering, and Data Analytics. I have hands-on experience with end-to-end ML pipelines, MLflow for experiment tracking, Pinecone vector databases, and deploying production-ready solutions using AWS, Docker, and CI/CD pipelines. I am skilled in fine-tuning LLMs using LoRA and QLoRA techniques, building semantic search applications, and working with LangChain to integrate AI into real-world systems. In addition to ML/AI, I have strong data engineering and analytics expertise working with Databricks CLI, ETL pipelines, data lakes, data warehousing, and visualization tools like Power BI to transform raw data into actionable insights. My passion lies in leveraging data, analytics, and AI to solve real-world problems — from predictive modeling (Alzheimer’s classifier, house price prediction) to LLM-powered chatbots and scalable ML pipelines — and creating solutions that drive measurable impact.

Experience

7 mos

Total Experience

7 mos

Average Tenure

7 mos

Current Experience

Ifix tech global

2 roles

AI/ML Engineer | Associate Software Engineer -I

Jan 2026 – Present · 4 mos

Building scalable AI systems in production, specializing in RAG pipelines, distributed microservices, and secure backend architectures with Azure AD. I work extensively with Python, RabbitMQ, gRPC, and REST APIs to deliver high-performance services, alongside developing advanced ML/DL models, OCR systems, and fine-tuned LLM solutions for real-world applications.

PythonRabbitMQgRPCREST APIsML/DL modelsOCR systems+3

Generative AI Engineer

Oct 2025 – Present · 7 mos

I’ll be contributing to the development of GYAANi, an enterprise AI automation platform powered by Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) frameworks. In this role, I’ll work on building and deploying intelligent AI pipelines using LangChain, LlamaIndex, and OpenAI APIs, integrating vector databases like Pinecone and FAISS, and applying prompt engineering and fine-tuning techniques for real-world use cases. I’ll also collaborate with cross-functional teams to design scalable AI microservices using Python, FastAPI, and cloud technologies, focusing on creating impactful, production-ready GenAI solutions.

LangChainLlamaIndexOpenAI APIsPineconeFAISSPython+3

Viable

Full Stack Developer

Jun 2025 – Aug 2025 · 2 mos · Bengaluru, Karnataka, India · On-site

Played a key role in the design, development, and automation of Viable’s next-generation fintech platform, focusing on AI-driven features that simplified complex financial workflows and delivered actionable insights and personalized financial guidance. Leveraged a modern full-stack technology stack including React.js, TypeScript, Node.js, and MongoDB/PostgreSQL to contribute across frontend and backend systems, ensuring scalability, security, and high performance. Developed autonomous agentic solutions to support budgeting, investing, and real-time financial decision-making by combining machine learning models, real-time analytics, and context-aware recommendations. Collaborated closely with product and design teams to deliver an intuitive, data-rich, and responsive user experience, bridging technology and finance to build an innovative and trustworthy digital-first financial platform.

React.jsTypeScriptNode.jsMongoDBPostgreSQLFull-Stack Development+1

Neocubelabs pvt ltd

Software Development Engineer

Sep 2024 – Apr 2025 · 7 mos · Bengaluru, Karnataka, India · Hybrid

Contributed to international projects at NeoCubeLabs, working extensively with React, TypeScript, and Redux Toolkit to build high-performance, scalable applications across the full stack. Applied strong expertise in the MERN stack, Django Channels, AWS, and MUI to deliver polished, production-ready fintech solutions. Led the development of a Tax and Pension Calculation application with a focus on robust state management, API normalization, and reliability, supported by unit testing in Python and API validation using Postman. Worked across frontend and backend domains to solve real-world financial problems, consistently delivering impactful solutions in fast-paced, collaborative environments.

ReactTypeScriptRedux ToolkitDjango ChannelsAWSSoftware Development+1

Ltxgo pvt ltd

React Developer

Jan 2024 – Jun 2024 · 5 mos · Mumbai, Maharashtra, India · Remote

Integrated innovative development techniques to shorten turnaround times.
Designed front-end and back-end solutions for test-driven development.
Implemented automated tests for all React components using Jest and Enzyme.
Participated and contributed to best practices to drive software development lifecycle.