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kiran naik

Software Engineer (AI/Gen-AI) | RAG & LLM Applications | Python | SQL | Git | Linux | CCNA | AWS | Docker | ml | analytics| data science | R |

Bengaluru

3+ years of work experience

ABHYRAM IT SOLUTIONS PVT LTD
Aug 20251 yr 3 mosPresent

Bengaluru, Karnataka, India

Software Engineer (AI/GenAI) Abhyram IT Solutions Pvt Ltd | Sep 2025 – Present | Bengaluru • Developed end-to-end AI/ML solutions for healthcare and financial domains • Built predictive models for credit risk, fraud detection, and retention use cases • Performed feature engineering, EDA, and model tuning with Python and SQL • Deployed ML models as REST APIs using FastAPI and built dashboards with Power BI/Streamlit • Contributed to GenAI / RAG-based applications by integrating LLM APIs and retrieval pipelines
Ramco Systems
Apr 20221 yr 6 mosSep 2023

Bengaluru, Karnataka, India

Ramco Systems | Apr 2022 – Sep 2023 | Bengaluru • Developed and optimized SQL-based analytical reports for SRP modules • Worked extensively with complex queries, temporary tables, and query optimization • Performed API validation and testing using Postman • Collaborated in Agile sprints using Git for version control and deployments
ITTI PVT LTD
Aug 20216 mosJan 2022

Bengaluru South, Karnataka, India

• Assisted in MIS reporting, data preparation, and analytics support • Gained experience with SQL, Excel, and reporting workflows

kiran’s AI Stack

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Education

B. M. S. College of Engineering

Master of Computer Applications - MCA, Computer applications

B. M. S. College of Engineering

20173 yrs2020

BCA, Computer Programming, Specific Applications

SGS College of Bachelor of Computer applications, Bhatkal

20173 yrs2020

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Headline

Software Engineer (AI/Gen-AI) | RAG & LLM Applications | Python | SQL | Git | Linux | CCNA | AWS | Docker | ml | analytics| data science | R |

About

Software Engineer (AI/GenAI) with 3+ years of experience building data-driven and AI-enabled solutions across analytics, machine learning, and GenAI applications. I have a strong foundation in Python, SQL, and applied machine learning, with hands-on experience developing scalable data pipelines, predictive models, and cloud-based analytics solutions. I have worked on fraud detection, retention modeling, and risk analytics use cases, performing feature engineering, exploratory data analysis (EDA), and model tuning to deliver actionable business insights. I also build and deploy RESTful APIs using FastAPI and create dashboards using Power BI / Streamlit for stakeholder consumption. More recently, my focus has been on GenAI and Retrieval-Augmented Generation (RAG) systems—integrating LLM APIs, implementing semantic retrieval using embeddings and vector search, and designing prompt and retrieval strategies to improve response relevance and accuracy. I enjoy working at the intersection of data, AI, and software engineering, translating complex business problems into scalable, reliable technical solutions. I’m actively exploring opportunities in AI / GenAI / RAG application development where I can contribute to building impactful, production-ready AI systems.

Location

Bengaluru

AI stack

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Work experience

Software Engineer AI/Gen-AI at ABHYRAM IT SOLUTIONS PVT LTD, Aug 2025 - Present · 1 yr 3 mos, Bengaluru, Karnataka, India, Software Engineer (AI/GenAI) Abhyram IT Solutions Pvt Ltd | Sep 2025 – Present | Bengaluru • Developed end-to-end AI/ML solutions for healthcare and financial domains • Built predictive models for credit risk, fraud detection, and retention use cases • Performed feature engineering, EDA, and model tuning with Python and SQL • Deployed ML models as REST APIs using FastAPI and built dashboards with Power BI/Streamlit • Contributed to GenAI / RAG-based applications by integrating LLM APIs and retrieval pipelines

Analyst programmer at Ramco Systems, Apr 2022 - Sep 2023 · 1 yr 6 mos, Bengaluru, Karnataka, India, Ramco Systems | Apr 2022 – Sep 2023 | Bengaluru • Developed and optimized SQL-based analytical reports for SRP modules • Worked extensively with complex queries, temporary tables, and query optimization • Performed API validation and testing using Postman • Collaborated in Agile sprints using Git for version control and deployments

Trainee – MIS & Analytics at ITTI PVT LTD, Aug 2021 - Jan 2022 · 6 mos, Bengaluru South, Karnataka, India, • Assisted in MIS reporting, data preparation, and analytics support • Gained experience with SQL, Excel, and reporting workflows

Education

Master of Computer Applications - MCA, Computer applications, B. M. S. College of Engineering

BCA, Computer Programming, Specific Applications, SGS College of Bachelor of Computer applications, Bhatkal