Headline

Gen AI Engineer & LLM Systems Builder | RAG · LangChain · Python · Data Engineering | Inventor of TOON Sovereign Apex — 22-Non-Transformer Financial LLM | Open to Gen AI/AI / ML /LLM Engineer/ Data Scientist Roles

About

I architect LLM systems from the ground up — not just prompting APIs, but designing training protocols, data pipelines, and inference strategies for domain-specific models targeting Indian financial markets. Over 4 years across Data Science, Data Engineering, ML Engineering, and Generative AI, I've built systems that move from raw data to production-grade intelligence: real-time market data pipelines, regime-aware algorithmic trading engines, RAG-based applications, and agentic AI workflows. What I work with: → LLM & Gen AI: Domain-specific LLM architecture design, custom training protocols on constrained hardware, RAG pipelines, prompt engineering, agentic AI systems → Data Engineering: Real-time ETL pipelines, NSE market data ingestion, schema design at scale, API-driven data systems → ML Engineering: End-to-end model development & deployment, algorithmic trading systems, signal generation, backtesting frameworks → Stack: Python, PyTorch, LangChain, FastAPI, Flask, SQL, Docker, yfinance, Hugging Face I also conduct Python bootcamps for engineering students — I don't just build, I make complex AI concepts teachable. Currently exploring Gen AI Engineer / LLM Engineer / ML Engineer roles in Bengaluru. Let's connect → Manjunatha552355@gmail.com

Location

Bengaluru

AI stack

gemini

hugging face

langchain

openai

Work experience

Business Analyst at Matasma, Jul 2025 - Mar 2026 · 9 mos, Bengaluru, Karnataka, India

Data engineer consultant at Rubixe - AI Solutions Company, Jul 2024 - Jan 2025 · 7 mos, Kudlu Gate, Krishna Reddy Industrial Area, Hosapalaya, Garvebhavi Palya, Bengaluru, Karnataka 560068, As a Data Engineer Consultant at Rubixe-AI Solutions Company, I specialize in designing and optimizing scalable ETL pipelines, data architectures, and workflows to support advanced analytics and AI-driven solutions. With expertise in Python, SQL, cloud platforms, and DevOps practices, I ensure efficient data integration and processing for real-time and batch systems. My focus is on delivering reliable, high-performance data solutions tailored to business needs.

Data Analyst trainer at Abeyaantrix Softlab (Opc) Private Limited, Mar 2024 - Jan 2025 · 11 mos, Davanagere, Karnataka, India, As a Data Science Intern at Abeyaanthrix Soft Pvt. Ltd., I focus on leveraging machine learning and data analytics to extract insights and build predictive models that solve real-world problems. With hands-on experience in Python, statistical analysis, and data preprocessing, I specialize in developing and optimizing ML algorithms and exploring patterns in large datasets. My goal is to translate complex data into actionable insights that drive decision-making and innovation.

Education

Master of Business Administration, Data Science and Analytics, Jain (Deemed-to-be University)

Bachelor of Engineering - BE, Electronics and Communications Engineering, JAIN INSTITUTE OF TECHNOLOGY, DAVANAGERE