Engineering digital experiences with precision.
I'm Anson Mathew Allan, a Computer Science Engineering student specializing in Artificial Intelligence and Machine Learning. Bridging tech and human-centered design.
Anson Mathew Allan
Expertise
Bridging AI and Design
Blending deep technical knowledge in AI and Machine Learning with a strong creative background in human-centered design.
Artificial Intelligence & ML
Developing custom AI models and computer vision pipelines, focusing on real-time tracking, object detection, and boundary monitoring.
Software Development
Full-stack development experience, integrating complex AI models into responsive web applications for real-time monitoring.
Human-Centered Design
Bridging human-centered design with technology, combining UI/UX principles, graphic design, and aesthetic judgment.
Leadership & Community
Multiple leadership roles and ambassadorships ensuring a connection between the platform and students.
Experience
My Journey
Professional roles, leadership, and volunteering that shaped my expertise and perspective.
Professional Experience
Machine Learning Intern
Bharat Electronics Limited (BEL)- ✦Designed and built an end-to-end real-time intrusion-detection and alert system (YOLOv8 + ByteTrack) for CCTV footage.
- ✦Trained a custom YOLOv8 Nano model on a 6,300-image CCTV dataset, achieving 92.8% mAP50, 91.8% precision, and 85.6% recall at 640x640 resolution on cloud GPU; optimized inference to 8.73 FPS on CPU-only hardware for real-time edge deployment.
- ✦Benchmarked against a custom-trained RT-DETR Large (transformer) model (86.3% mAP50, 0.70 FPS locally), analyzing the speed/accuracy trade-off to justify the deployment model choice
- ✦Engineered zone-based intrusion analytics with zero double-counting and exclusion-zone masking to eliminate false positives from static infrastructure.
Researched and applied modern deep learning frameworks, utilizing custom datasets to train object detection models capable of functioning in low-quality CCTV environments. Working on this project strengthened my understanding of AI model optimization, spatial tracking algorithms, and the integration of these tools into functional software architectures. The experience offered valuable insights into how enterprise-grade monitoring systems are designed and deployed. The technical mentorship and exposure to practical problem-solving such as handling hardware constraints and mitigating false positives helped bridge the gap between academic knowledge and real-world engineering.
Ambassadorships
Google Student Ambassador
Christ University (Kengeri Campus)- ✦Selected as one of an exclusive cohort nationwide to represent Google’s AI ecosystem and emerging technologies.
- ✦Act as the primary technical liaison between Google and the student body, driving education and adoption of cutting-edge AI and developer tools.
- ✦Leverage both my AI knowledge and creative design skills to communicate complex technical concepts, organize community initiatives, and foster a culture of innovation on campus.
Campus Mantri
GeeksforGeeksOfficial GeeksforGeeks Campus Mantri, serving as the primary liaison between the platform and the student community. Selected for this six-month leadership role to foster a tech-driven learning environment on campus.
- ✦Act as the central point of contact between GeeksforGeeks and the student body.
- ✦Organize and execute campus-level technical events, workshops, and coding activities.
- ✦Spearhead the promotion of GeeksforGeeks initiatives and educational platforms.
- ✦Serve as a brand ambassador to drive student engagement and build a strong coding community.
Volunteering
Head of Media
Department of AI & Data Science Engineering- ✦Graphic designer for 2026 IEEE International Conference on Contemporary Computing and Communications (InC4 2026).
- ✦Editor of Newsletter: Neuralnexus Volume 1 (2 Issues).
- ✦Led a team of media volunteers to cover media for all department events.
- ✦Worked actively as a graphic designer.
- ✦Led operations in videography and photography, promotions, documentation and planning, pre-event procedures and also in team management and work delegation.
Graphic Designer
Christites Association of Sciences and Humanities (C.A.S.H)- ✦Graphic designer for 39th Annual Conference of Ramanujan Mathematical Society (2024).
- ✦Led visual direction for event branding and promotional materials. Designed digital and print assets for campus-wide events, ensuring a cohesive branding and engaging visual identity.
- ✦Collaborated with promotions and events teams to enhance student outreach and engagement.
Portfolio
Selected Work
Explore my latest works, featuring AI-driven solutions, computer vision projects, and modern web applications built for scale.
Certifications
Achievements & Certifications
A showcase of my continuous learning journey, focusing on AI, Cloud, and Software Engineering.
Life & Moments
Gallery
Behind the scenes of my journey, including events, teamwork, and memorable moments.