Available to hire
I am Bincy Annamma Saji, an AI Engineer passionate about building innovative AI solutions. I hold a BTech in Computer Science and Engineering, an MBA in Information Systems Management, and a Master’s in Artificial Intelligence, with hands-on experience as a Python developer and in data science. I enjoy solving complex problems, collaborating with cross-functional teams, and delivering practical, scalable AI-powered software.
Based in Alvesta, Sweden, I thrive on learning and applying the latest AI techniques to drive efficiency and innovation. I am committed to continuous growth, contributing to dynamic projects, and helping teams ship robust tools that ground AI in real-world impact.
Skills
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Language
English
Fluent
Swedish
Advanced
Tamil
Advanced
Malayalam
Advanced
Hindi
Advanced
Work Experience
Summer Worker at Axis Communications, Lund, Sweden
June 1, 2025 - PresentMaster Thesis Worker at Axis Communications, Lund, Sweden
June 30, 2025 - July 21, 2025Python Developer at Cybhasys Private Solutions Limited, India
August 31, 2023 - July 21, 2025Led development of GARUDA, a comprehensive Integrated Cyber Threat Checking Tool enhancing cybersecurity for web applications and websites. Developed and integrated innovative cybersecurity features including automated vulnerability detection, detailed vulnerability reporting, simulated exploitation and subdomain overtaking to assess security postures. Optimized tool performance through multithreaded processing, significantly improving execution speed and efficiency. Continuously evolved GARUDA by developing additional modules such as online file reptile collection and subdomain blasting to remain forefront in cybersecurity technology. Demonstrated leadership and teamwork fostering collaboration to deliver high-quality software solutions. Showcased advanced Python programming skills and deep understanding of cybersecurity principles contributing to the tool's robustness and reliability. Engaged with clients to gather feedback and tailored features to enhance user experience and satisfa
Terminal Worker at Aditro Logistics, Jonkoping, Sweden
September 30, 2024 - July 21, 2025Experienced in sorting and physically moving packages to designated areas, receiving incoming shipments, stacking items. Verified work orders, moved items to pallets ready for delivery, loaded stock onto delivery trucks, and reported any damages to the supervisor.
Summer Worker at Axis Communications
August 1, 2025 - October 19, 2025Contributed to the enhancement of a memory leak detection framework for GLib and GStreamer codebases; automated updates for function documentation databases (GLib/GStreamer); streamlined CI/CD integration using Jenkins and Gerrit; improved the Streamlit-based developer interface with function validation, search, add/overwrite/delete, and caching; collaborated with senior engineers to optimize prompt engineering and RAG pipelines; supported integration of the detection system into commit-level validation for Gerrit; worked with Python, Streamlit, FAISS, SentenceTransformers, and LLM APIs (Mistral & OpenAI).
Master Thesis Worker at Axis Communications
June 1, 2025 - October 19, 2025Researched and developed a hybrid AI framework combining Retrieval-Augmented Generation (RAG) and LoRA fine-tuning to detect memory leaks in C code; built a knowledge base of 2,000+ GLib and GStreamer functions with ownership and memory behavior details; implemented uncertainty-aware inference balancing external knowledge retrieval with model reasoning; designed a structured prompt pipeline and an evaluation dataset (2,500 samples) for leak vs. non-leak classification; evaluated the system against baselines, delivering higher precision and explainability; presented results to Axis R&D for potential CI/CD integration.
Python Developer at Cybhasys Private Solutions Limited
August 1, 2023 - October 19, 2025Led the development of GARUDA, a comprehensive Integrated Cyber Threat Checking Tool, enhancing cybersecurity for web applications. Implemented features including automated vulnerability detection, vulnerability reporting, exploitation/subdomain takeover testing, and multi-threaded processing to improve performance. Integrated AI-assisted detection into CI/CD pipelines and performed static code analysis for C (GLib and GStreamer). Contributed to ongoing evolution with modules such as online file reptile collection and subdomain blasting.
Summer Worker at Axis Communications
August 31, 2025 - August 31, 2025Contributed to memory leak detection improvements for GLib and GStreamer, automated updates for function documentation databases, and streamlined CI/CD integration using Jenkins and Gerrit. Enhanced a Streamlit-based developer interface with function validation, search, add/overwrite/delete and caching. Collaborated on refining prompt engineering and RAG pipelines to improve accuracy and reduce model uncertainty. Supported integration of the detection system into commit-level validation for Gerrit to enable real-time memory analysis in code reviews.
Master Thesis Worker at Axis Communications
June 1, 2025 - June 1, 2025Researched and developed a hybrid AI framework combining Retrieval-Augmented Generation (RAG) and LoRA fine-tuning to detect memory leaks in C code. Built a knowledge base of 2,000+ GLib and GStreamer functions with ownership and memory behavior details. Implemented uncertainty-aware inference, balancing external knowledge retrieval with fine-tuned model reasoning. Designed a structured prompt pipeline and a 2,500-sample evaluation dataset for leak vs. non-leak classification. Demonstrated higher precision, recall, and explainability compared to baseline tools and prepared results for presentation to Axis R&D.
Python Developer at Cybhasys Private Solutions Limited
August 31, 2023 - August 31, 2023Led the development of GARUDA, an Integrated Cyber Threat Checking Tool for web applications. Implemented automated vulnerability detection and reporting, exploitation and subdomain takeover testing, and optimized multithreaded processing. Drove CI/CD integration and static code analysis for C (GLib and GStreamer). Contributed to expanding tool capabilities with online file collection features and ongoing improvements to detection modules.
Python Developer at Cybhasys Private Solutions Limited
October 1, 2020 - August 1, 2023Led development of GARUDA, a comprehensive Integrated Cyber Threat Checking Tool, enhancing cybersecurity for web applications. Implemented vulnerability detection and reporting features, simulated exploitation and subdomain takeover tests, and optimized performance through multithreading. Drove ongoing evolution of GARUDA with modules such as online file reptile collection and subdomain blasting, ensuring the tool remains at the forefront of cybersecurity technology. Performed static code analysis for C (GLib and GStreamer) and integrated AI-assisted detection into CI/CD pipelines.
Education
Bachelor of Technology at Mount Zion Institute of Science and Technology, Chengannur Kerala Technological University, India
January 1, 2016 - December 31, 2020Master's in Business Administration at Datatech Group of Institutions Bharathiar University, India
January 1, 2020 - December 31, 2022Bachelor of Technology in Computer Science and Engineering at Mount Zion Institute of Science and Technology, Chengannur, Kerala Technological University, India
January 1, 2016 - January 1, 2020Master of Business Administration (Information Systems Management) at Datatech Group of Institutions, Bharathiar University, India
January 1, 2020 - January 1, 2022Master of Artificial Intelligence at Jönköping University, Sweden
January 1, 2023 - January 1, 2025Bachelor of Technology in Computer Science and Engineering at Mount Zion Institute of Science and Technology
January 1, 2016 - January 1, 2020Master’s in Business Administration (Information Systems Management) at DATATECH GROUP OF INSTITUTIONS
January 1, 2020 - January 1, 2022Master’s in Artificial Intelligence at Jönköping University
January 1, 2023 - January 1, 2025Bachelor of Technology in Computer Science and Engineering at Mount Zion Institute of Science and Technology, Chengannur
January 1, 2016 - January 1, 2020Master’s in Business Administration (Information Systems Management) at Datatech Group of Institutions
January 1, 2020 - January 1, 2022Master’s in Artificial Intelligence at Jönköping University
January 1, 2023 - January 1, 2025Qualifications
Ethics in Generative AI
January 11, 2030 - July 21, 2025Machine Learning Using Python
January 11, 2030 - July 21, 2025ETHICS IN GENERATIVE AI
January 11, 2030 - October 19, 2025MACHINE LEARNING USING PYTHON
January 11, 2030 - October 19, 2025Ethics in Generative AI
January 11, 2030 - November 23, 2025Machine Learning Using Python
January 11, 2030 - November 23, 2025Ethics in Generative AI
January 11, 2030 - January 30, 2026Machine Learning Using Python
January 11, 2030 - January 30, 2026Industry Experience
Software & Internet, Computers & Electronics, Transportation & Logistics, Professional Services, Media & Entertainment, Education, Telecommunications
Skills
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
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