Hi, my name is

• Accelerated cross-probing (xref) injection by over 90%, reducing runtime from 6 minutes to 49 seconds and delivering a 2-3X speedup on designs with 75% missing metadata.
• Implemented DFS-based traversal logic using internal graph-walk infrastructure, cutting redundant propagation and lowering runtime from 65 minutes to 5 minutes on 2.7M-instance netlists.
• Improved metadata accuracy and propagation reliability by 40% by re-engineering the injection algorithm to address synthesis-induced xref gaps.
• Identified and resolved hierarchy-generation defects across 7+ optimization and transformation steps, reducing hierarchy-related errors by 30% across 20+ flows.
• Built and enhanced a hierarchy validation utility that reduced debug time by over 50% and improved detection of incorrect hierarchy generation across 36+ design flows.
• Expanded regression and QoR coverage with missing-xref scenarios across 20+ customer-scale designs, increasing diagnostic completeness by 15% and ensuring stable metadata propagation across refinement stages.
• Automated hierarchy-reporting and integrity checks, improving failure-isolation efficiency by 35-50%.
• Delivered memory optimizations in xref and hierarchy-infrastructure utilities, achieving stable regression results
and eliminating recurring crashes in complex design environments.
• Added advanced debugging utilities that reduced issue reproduction and failure-isolation time from hours to under 20 minutes.
• Enhanced RTL support for concatenation assignments with ternary operators, improving synthesis-tool compatibility and reducing RTL-read failures.
• Developed script-generation pipelines to streamline migration between internal EDA projects, reducing manual integration overhead.
• Delivered multiple enhancements and bug fixes across compiler, hierarchy, and infrastructure modules.
• Led cross-functional technical discussions and produced analysis reports that influenced future metadata-handling and xref-injection roadmap decisions.

• Developed a GDSII layer editing utility, empowering users to directly modify multiple elements across files, boosting productivity by 20%.
• Implemented GDB tracing in MC2, reducing debug time by 5%.
• Developed comprehensive and user-friendly error messages for invalid MDL syntax, reducing debugging time by upto 10%.
• Enhanced inbuilt support for array and hash functionalities in MDL, ensuring correct and consistent behavior when working with arrays in the software, and preventing potential data corruption.
• Analyzed and increased parallel compiler execution by 33%, utilizing 40 additional instances on a 200-core system.
• Rectified proper initialization of arrays in MDL, ensuring code reliability and stability, and preventing potential memory leaks.
• Improved memory usage by 34% through leak detection and error removal, enhancing system stability and resource efficiency.
• Implemented a GDSII-based GUI view, offering a visual representation of sub-circuit and cell ports for improved debugging, reducing error resolution time by 5%.
• Implemented GDSII element hierarchy copying, significantly improving user experience in memory design, boosting user experience.
• Enhanced netlist clarity by adding user-specified instance naming to generated netlists in MDL,facilitating debugging and clarity.
• Implemented support for creating arrays from multiple scalar variables in MDL, enhancing language flexibility and usability.

• Created a chatbot using the Django framework, enabling seamless user interaction with MySQL database through natural language queries, resulting in faster access to information and improved user experience.
• Utilized NLP techniques and mapping algorithms to automate the conversion of user queries into SQL statements; reduced manual query creation time by 80%.

I designed and implemented an interactive frontend component allowing users to create customized graphs from Excel data.
Responsible for

• Exploration of various chart libraries including Google Charts and D3.js.
• Selection of library for our usage.(selected Chart.js for its balance of flexibility, performance, and ease of integration)
• Designed UI for Users to select from various chart options viz. bar, pie, and line charts,
• Implemented Visualization of user data.
• Improved data accessibility and user engagement significantly.

As a Front-End Developer, I played a key role in improving the user experience of the Company website. Responsible for designing and development of

• A responsive carousel component using HTML, CSS, and JavaScript,
• Implementation of smooth scrolling animations,
• Enhancment of user navigation and document flow.

During my 6-week internship at CSIR-CMERI's Information Technology Department, I spearheaded the development of a Bengali Voice-based Question Answering System. This innovative system empowers users to interact with a closed-source knowledge base in their native language, promoting accessibility and information retrieval efficiency.

Key functionalities and impact:

Conversed with users in natural Bengali: Leveraged Google's Speech-toText and Text-to-Speech APIs to enable natural language interaction, overcoming language barriers.
Extracted relevant answers: Employed NLP techniques like TF-IDF and cosine similarity to accurately pinpoint information from the knowledge base to enhance query relevance by 40%.
Enhanced user experience: Designed an intuitive interface for seamless interaction, fostering user engagement and adoption.

Technical strengths:

Natural Language Processing (NLP): Proficient in applying NLP techniques to extract meaning from unstructured data.
Machine Learning: Utilized TF-IDF and cosine similarity for information retrieval and relevancy ranking.
Cloud Platforms: Familiar with integrating Google Cloud APIs for speech processing and translation.
Software Development: Skilled in building user-friendly interfaces and working with backend code.