Kirti Sikka
@kirtisikka
Full Stack Developer and Machine Learning enthusiast driving impactful solutions.
What I'm looking for
I am a Full Stack Developer and Machine Learning enthusiast with a strong foundation in both frontend and backend technologies. My journey in technology began with a B.Tech in Computer Science with AI from Amrita Vishwa Vidyapeetham, where I honed my skills and developed a passion for creating user-friendly solutions. I am particularly interested in Deep Learning and Large Language Models (LLMs), and I am eager to apply my technical skills in projects that drive innovation and efficiency.
Currently, I am working as an AI Engineer Intern at Ylogx, where I have successfully automated invoice processing and developed a RAG-based chatbot. My projects, such as the Medical Inventory Automation and Autonomic Number Plate Recognition systems, showcase my ability to integrate machine learning with practical applications. I have also contributed to open-source projects, enhancing accessibility and functionality on platforms like Wikimedia. My commitment to continuous learning and improvement drives me to explore new technologies and methodologies in the ever-evolving tech landscape.
Experience
Work history, roles, and key accomplishments
AI Engineer Intern
Ylogx
Jun 2024 - Present (1 year 6 months)
Conducted comprehensive research on OCR technologies and created custom datasets for invoice processing, achieving 92% accuracy in field extraction. Trained and fine-tuned multiple models including Spacy NER, LayoutLLM, and Donut, integrating ML pipelines with backend services and contributing to frontend development. Developed and deployed a RAG-based chatbot, performing comparative analysis of L
Education
Degrees, certifications, and relevant coursework
Amrita Vishwa Vidyapeetham
B.Tech, Computer Science with AI
Pursuing a Bachelor of Technology in Computer Science with a specialization in Artificial Intelligence. Expected to graduate in November 2026.
St. Mary’s Sr Sec School
12th Grade, All Subjects
Grade: 95%
Completed 12th grade with a CBSE score of 95%. Also completed 10th grade with a CBSE score of 93%.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
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