Experience:

·         Teaching Experience: 7 years

·         Research Experience: 3 years

Areas of Interest in Teaching:

·         Deep Learning

·         Machine Learning

·         Theory of Computation

·         Database Management Systems

Areas of Interest in Research:

·   Deep Learning

·   Image Processing

·   Computer vision

·   Machine Learning

·   3D Reconstruction

·   Fuzzy Logic

Educational Qualifications:

2021 – 2024, done  Ph.D.-Full Time, in SRM University, Kattankulathur

Thesis title: An Adaptive Fuzzy Based Depth-Map Refinement in Stereo Images with Occlusion.

2012 – 2014, done  M.E.-Full Time. Computer Science and Engineering, in Adhiparasakthi Engineering College, Anna University, Chennai.

2008 – 2012, B.E.- Full Time. Computer Science and Engineering, in Adhiparasakthi Engineering College, Anna University, Chennai.

Completed in 2008, HSC-Full Time. Adhiparasakthi Matriculation Higher Secondary School ,State Board, Chennai.

Completed in 2006, SSLC-Full Time. St. Joseph’s Matriculation Higher Secondary School, Matriculation, Chennai.  

Publications

International Journals

• H. Shalma and P. Selvaraj, "Depth map prediction of occluded objects using structure tensor with gain regularization," Intelligent Automation & Soft Computing, vol. 37, no.1, pp. 1145–1161, 2023.https://doi.org/10.32604/iasc.2023.036853.IF: 3.4 SJR: 0.297, SNIP: 0.734(SCI Indexed)

• Shalma, H., & Selvaraj, P. (2023). A review on 3D image reconstruction on specific and generic objects. Materials Today: Proceedings Vol.80, Part 3,(2023), Pg: 2400-2405, https://doi.org/10.1016/j.matpr.2021.06.371 (Scopus Indexed)

• H. Shalma and P. Selvaraj, “Structure tensor-based gaussian kernel edge-adaptive depth map refinement with triangular point view in images,” International Journal of Artificial Intelligence, vol. 13, no. 2, pp. 1945–1953, 2024. 

• Shalma, H. & Selvaraj, P. (2024). Fuzzy-Logic based Effective Contour Representation of Occluded Objects. Tehniki vjesnik, 31 (1), 200-207. https://doi.org/10.17559/TV-20230518000646 SCI, IF:0.9, SNIP: 0.49,SJR: 0.224

 International Conferences

• • H. Shalma and R. Rajesh, "Dynamic cluster based energy controlled routing in Wireless Sensor Networks," International Conference on Information Communication and Embedded Systems (ICICES2014), Chennai, India, 2014, pp. 1-4, doi: 10.1109/ICICES.2014.7033856.

  • H. Shalma, P. Selvaraj, “Triangulation Point View(TPV) Method for Object recognition and 3D reconstruction from Multiple Images”, International Conference on Research in Electronics Engineering and Communication Techniques(ICREACT’21),SRM institute of Science and Technology, vadapalani, Chennai, 03-04-may-2021. ISBN: 978-93-90631-58-2

  • H. Shalma and P. Selvaraj, "Deep-Learning Based Object Detection and Shape Recognition in Multiple Occluded Images," 2022 International Conference on Data Science, Agents & Artificial Intelligence (ICDSAAI), Chennai, India, 2022, pp. 1-7, doi: 10.1109/ICDSAAI55433.2022.10028848. IEEE(Scopus Indexed)

•    P. Selvaraj and H. Shalma, “Arima modeling for reliable potable water identification and quality prediction,” in 2024 5th International               Conference on Smart Electronics and Communication (ICOSEC), 2024, pp. 1878–1883.

•      H. Shalma and P. Selvaraj, “Predictive energy management: Optimizing household electricity through machine learning,” in 3rd International   Conference on Optimization Techniques in the Field of Engineering (ICOFE-2024), K.S.R College of Engineering, Namakkal and Debre         Tabor University, Ethiopia, Namakkal, India: Elsevier, Oct. 2024. 

• H. Shalma, Jainulabudeen SAK, Shreya Mukherjee, Budhati Banu, Borra Thirumal Surya Reddy, Nakka shiva Krishna, Thirumal, “AI-Powered Emotion Recognition: A multimodal Approach to Analyzing Human Sentiment,” in International Conference on Visual Analytics and data visualization (ICVADV-2025) on march 4-6 2025 at Francis Xavier engineering college, Tirunelveli.

Patents Published

Filed a Patent titled "Recognition of Sharp Objects Even in Occlusion " with RCID:2025-Aug-AIML-T004 0n September 2025.

Filed and Published a patent Titled ”Plant Disease Identification Device Using Artificial Intelligence”, Application No: 6364794, https://www.registered-design.service.gov.uk/find/6364794

Filed and Published a Patent titled “Deep Reinforcement Learning Framework for Autonomous Navigation in Unstructured Environments” ApplicationNo:202441032263,https://iprsearch.ipindia.gov.in/PatentSearch/PatentSearch/ViewApplicationStatus

Filed and Published a Patent titled “Machine Learning-Enhanced Smart Device For Real-Time Audience Engagement Analysis” Application No: 202511000084 (2025)

H. Shalma, P. Selvaraj, ”Three layer architecture in feature extraction and selective patch for adaptive fuzzy Occlusion free 3D Model in reduced cost computation “Patent FILED on October 2023.

MOOC Courses:

 2025   Successfully completed NPTEL course on" Dep Learning for Computer Vision" 

2024 Certified by Swayam NPTE L- Awarded ELite category for” python for Data Science”.

2024 Certified by Udemy -. Awarded for “Python Masterclass 2024: Build 24 Real World python Projects”.

2024 Certified by Google Cloud skill Boost Awarded as badge for “Generative AI course”

2024 Certified in “Data Science Using R Programming for Machine Learning”;.

2023 Certified by Skill Nation. for the Course -Power BI

2021 Certified by Swayam NPTEL. Awarded ELite category for “Effective Engineering Teaching in Practice”

Links to your Scopus:

LinkedIn: https://www.linkedin.com/in/dr-shalma-hanif-538ab99a/

Scopus Id: 56565525000, Orchid ID: 0009-0003-5737-7634

Google Scholar: https://scholar.google.com/scholar?hl=en&as_sdt=0%2C5&q=shalma+H&btnG= 

Awards and Achievements

• Awarded as an excellence in doctoral research by SRMIST titled” Dr. APJ Abdul Kalam Research Award 2025 “

• Organized national level online FDP Program on “AI Insights: Predictive Power of AI, Ml,NLP”,from 14th may to 18th may 2024 in sphoorthy Engineering College, Hyderabad.                                                                                                                             

• Presented Paper Titled “Multi object shape determination of illuminated images in 3D Reconstruction” in DPRC meet and received BEST PAPER AWARD on March 2023.

• Participated in Dr. Paarivendhar Research Colloquium (DPRC-2022) held from 24th to 26th march 2022 and received Best Paper Award title ”Multi-Object 3D Reconstruction for Detecting Collision Loss using Shape Selection” organized by SRMIST.

• Invited as a Session chair in Sai vidya Institute of Technology, Bengaluru for IEEE Conference -2024

Roles and Responsibilities:

Acting as a reviewer in Some journals

Professional Body Membership:

Institute for Educational Research and Publication (IFERP) 

Indian society for Technical Education(ISTE)

Courses Handling:

Theory of Computation:  https://drive.google.com/drive/folders/1Bhaq_SF_Ng6SWBsKlL-vmuZ3nMB8hEZd?usp=drive_link

Data Visualization Lab: https://drive.google.com/drive/folders/1_1iaGcyi-6XP671fsMg9X0GpIGQ4Id6E?usp=drive_link

Introduction to AI and Applications : https://drive.google.com/drive/folders/1pb5mgTtxsNJAUuk4nwIAmx-j5rF-v0kN?usp=drive_link

Analysis and design Algorithm:https://drive.google.com/drive/folders/1afSzPF4Hdn1kLQ_qHg_xKHfBx59KRXSp?usp=drive_link

Analysis design Algorithm lab: https://drive.google.com/drive/folders/1t8a17TwGzTu0lGfMSB8gQZ5wQ7gYsnLq?usp=drive_link