Artificial Intelligence has moved very quickly from experimental innovation to a foundational driver of transformation across industries including healthcare, banking, insurance and logistics, helping companies automate decision-making, enhance user experiences and discover the latest efficiencies. Still, the road from...
Madhurima Kommuru· International Journal of Art...· 0 citations
This article is an attempt to share a method by which developers can efficiently isolate and remediate performance issues when they do not have direct access to the runtime environment by combining practical remote profiling, real-time monitoring, and targeted debugging techniques.
Madhurima Kommuru· American International Journ...· 0 citations
This paper examines the practical challenges developers face when implementing concurrency in Java and Python by first presenting a comparative analysis of two very popular programming languages, namely Java and Python, and explains how minor oversights can result in massive outages.
Madhurima Kommuru· International Journal of Mod...· 0 citations
A formal model that assists practitioners and designers to construct resilient, adaptable, and budget friendly data pipelines, which are in line with the current data needs is delivered.
Madhurima Kommuru· International Journal of Dat...· 0 citations
The approach provided here unifies the profiling, benchmark based analysis, bottleneck detection, focused optimization, and quantitative validation into a single procedure and provides practical recommendations to improve computational performance, scalability, and resource consumption of data-intensive Python systems...
Madhurima Kommuru, Appala Nooka Kumar Doodala· International Journal of App...· 0 citations
A practical, human-centric approach to the creation of 'smarter' AI agents, which are not only robust and precise but also resource-efficient and financially sustainable for large-scale deployment in the future is presented.
Madhurima Kommuru· International Journal of Mac...· 0 citations
The paper states that LangChain should be thought of as an orchestration accelerator and not a fully functional runtime framework for LLM-based systems to be broadly adopted by corporations, and improves deterministic execution, runtime tracing, orchestration efficiency, and production observability.
Madhurima Kommuru· American International Journ...· 0 citations
This article presents a well-organized methodology for crafting and handling instruction files so as to achieve a higher level of uniformity and efficiency in AI-supported developers' operations.
Madhurima Kommuru· International Journal of Art...· 0 citations
AI agents are becoming a fundamental part of modern software creation, helping developers in generating code, debugging, designing systems, etc. But there is a clear difference between how beginners and experienced software engineers get benefits from these tools. Newbies usually depend on agents for one-time prompts a...
Madhurima Kommuru, Srujana Pulipaka· International Journal of Mod...· 0 citations
IDE Agent Mode is changing how the developers work, from writing code to debugging & software management, by embedding powerful AI features right inside popular development setups. This article first conceptualizes IDE Agent Mode as a workflow where AIs are coding partners that not only understand the context of the pr...
Madhurima Kommuru· International Journal of Mod...· 0 citations
The key findings show that correct token handling results in not only computing efficiency but also higher quality of responses and longer retained context in machine systems.
Madhurima Kommuru· International Journal of Mac...· 0 citations
In recent years, natural language processing has become an important tool in healthcare for extracting useful information from unstructured clinical text such as electronic health records, physician notes, and medical literature. Deep learning has significantly improved the performance of NLP systems, enabling stronger...
Madhurima Kommuru, Swathi Thatraju, Appala Nooka Kumar Doodala· International Journal of Mac...· 0 citations
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