TEXPLORE
MAGAZINE 2026
Tech · Innovation · Digital Edition
JAN-MAR 2026 EDITION

✦ TEXPLORE Magazine ✦

JAN-MAR 2026 Digital Edition · Computer Science & Engineering

Collaborative CSE moments
REC Logo
JAN - MAR Edition
Department of Computer Science & Engineering
TEXPLORE
MAGAZINE
Our Collective Story
ADHI mascot 01
Department Message
From the Desk of the HOD
Texplore | Jan 2026 - Mar 2026
Dr. E. M. Malathy

The Department of Computer Science and Engineering proudly presents this edition (Jan 2026 - Mar 2026), highlighting the academic excellence, innovation, and achievements of our students and faculty.

This issue of Texplore reflects our continuous commitment to nurturing technical expertise, research aptitude, and creativity in emerging domains such as Artificial Intelligence, Data Science, Speech Technology, Cyber Security, and Generative AI.

It showcases a diverse range of student projects, research contributions, events, workshops, and accomplishments that define the dynamic academic environment of our department.

We believe this publication serves as a platform to inspire young minds, promote knowledge sharing, and strengthen industry-academic collaboration.

I sincerely appreciate the editorial team, contributors, and all stakeholders for their dedicated efforts in bringing out this magazine successfully. Wishing all readers an enriching and insightful experience.

Dr. E. M. Malathy, M.E., Ph.D.
Professor and Head
Department of Computer Science and Engineering
Rajalakshmi Engineering College, Thandalam - 602105, India
An Autonomous Institution Affiliated to Anna University
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ADHI
Editorial
Meet the Team

This magazine is crafted with passion by students who believe in celebrating every milestone. Our editorial team worked tirelessly to bring you stories that inspire, moments that last, and achievements that define us.

Gowtham S
GOWTHAM S
Chief Editor
II Year CSE
Rohithkumar S
ROHITHKUMAR S
Design Lead
II Year CSE
Sarveshvaran D
SARVESHVARAN D
Content Writer
II Year CSE
Kevin
KEVIN
Photographer
II Year CSE
Ravi Sankar
Ravi Sankar
WriteUp Artist
II Year CSE

"We dedicate this magazine to every student who dared to dream, to every faculty who inspired, and to every moment that made REC CSE unforgettable."

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ADHI
Pride & Glory
Student Achievements
ADHI
ADHI says

"Every number here comes from our own magazine pages — real wins, real stages, real student impact! 🏆"

15+
Featured Highlights
11
Prize Recognitions
30+
Events Organized
1000+
Learners Impacted
🌏 NOTABLE ACHIEVEMENTS
🥇
Sakthivel R
EcoInnovators National Winner · Villars Switzerland
🌐
Mukesh V
TechHacks 2.0 · 1st Prize · ₹20,000
🤖
Sarveshvaran D & Sejal Sai S
Best Paper · International Conference · ML Research
💡
Atchaya Senthilkumaran
30+ events · 1000+ learners · 50+ sessions
ADHI INSIGHT
Every win on this page reflects one thing clearly: REC students turn curiosity into action, and action into recognition at state, national, and global stages.
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ADHI
Events Chronicle · Part I
Hackathon & Symposium
Sakthivel
HACKTHRONE 2025

Our CSE Department student Sakthivel (II Year) made us proud by emerging as a winner at the prestigious Hackathrone 2025. Competing against top innovators from across the country, he showcased exceptional problem-solving skills and creativity, earning recognition among hundreds of participants.

3rd Prize · ₹30,000 · 100+ Teams
Sarveshvaran
CODEATHON 2026

Showcasing exceptional innovation, Sarveshvaran D (II Year) made a remarkable mark at Codeathon 2026, a 30-hour national-level hackathon. His project stood out for its practical approach and impactful execution, bringing pride to the department.

2nd Prize · ₹5,000 · National Level
Momentum Meter
Problem to Prototype
Entries
130+
Students stepping into high-pressure build spaces with bold first ideas.
Winning Edge
30 Hrs
Rapid execution, sharper pitching, and calm teamwork under deadlines.
Outcome
2 Wins
Early-page victories set the tone for a department culture built on execution.
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ADHI
Events Chronicle · Part II
Hackathon & Symposium
Piraisoodan
PROMPTORIA

Piraisoodan R & Periya Nayagam M (CSE) secured First Prize in a national-level Prompting Event. From accurately recreating images in Round 1 to crafting high-quality prompts in Round 2, their performance showcased exceptional creativity and precision in AI-driven problem solving.

1st Prize · AI Creativity · National Level
Mukesh
TECHHACKS 2.0

Mukesh V (II yr) secured First Prize at TechHacks 2.0, conducted by SRM Ramapuram. His project, CuraTrack, is a Smart Beneficiary Health Record and Medication Tracking System integrating AI-based medication reminders, unified digital health records, and intelligent health insights.

1st Prize · ₹20,000 · AI Healthcare
Build Energy
AI Creativity in Motion
Prompt Skill
2 Rds
From visual recreation to precision prompting, craft mattered at every stage.
Healthcare
AI+
Student ideas moved beyond demo mode into usable health-tech thinking.
Signal
Future
Prompt engineering and product building are growing together on campus.
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ADHI
Events Chronicle · Part III
Hackathon & Symposium
Darshan
LITHOS

Bringing pride to the CSE Department, Darshan M (III yr) secured 2nd Runner-Up at the Lithos Hackathon, held on February 10th at CIT, Chennai. After being shortlisted through an initial online screening, the team advanced to the final stage demonstrating strong problem-solving skills.

2nd Runner-Up · CIT Chennai
Sejal
DEFY26

Sejal Sai S (II yr) emerged as a Top 3 Track Finalist in DEFY'26 Hackathon from VIT Chennai under the Public Goods track. The solution focused on building a decentralized system to securely preserve online evidence, ensuring proof of integrity and existence.

Top 3 Finalist · DEFY'26 · Decentralized Tech
Finalist Radar
Campus to National Stage
Recognition
Top 3
Shortlisted work is turning into visible national-level credibility.
Themes
Trust
Public-good systems, evidence integrity, and real-world utility stand out.
Campus Pulse
Rise
These wins show a department steadily moving from participation to leadership.
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ADHI
Events Chronicle · Part IV
Innovation Showcase
Zorphix
ZORPHIX

Krithik D , LAKSHAN S , MAHESWARAN V secured First Prize in the Prompt Craft event at ZORPHIX, a Techno-Management Symposium by CSBS at Chennai Institute of Technology. The competition tested precise and effective prompt design, showcasing creativity in emerging AI domains.

1st Prize · ZORPHIX 2026 · CIT Chennai
EDXTRA team
EDXTRA 2026

Prasanna K, Pooja S A, Ragavi N, and Prakash R (II Year, CSE) participated in EDXTRA 2026, an intensive 8-hour hackathon by the Department of IT. The event challenged participants to develop impactful solutions aligned with Sustainable Development Goals (SDGs).

8-Hour Hackathon · SDG-Based Innovation
Showcase Signal
Ideas with Visibility
Prompt Craft
1st
Innovation here is not abstract; it is precise, presentable, and competition-ready.
SDG Lens
8 Hr
Fast builds are being shaped around meaningful social and technical problem spaces.
Department Mood
Bold
These entries reflect a campus that likes building ideas people can immediately feel.
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ADHI
Events Chronicle · Part V
Paper Presentation
Sejal
Sarveshvaran
BEST PAPER – INTERNATIONAL CONFERENCE

Sarveshvaran D & Sejal Sai S received the Best Paper Award at an international conference for their research on detecting financial anomalies using a Random Forest-based ML system.

Best Paper · International Conference
IKS Conference
IKS CONFERENCE – PAPER PRESENTATION 🏆

Demonstrating strong research and presentation skills, Haritha M (III yr) secured First Position in Paper Presentation at the IKS Conference conducted by SSN College of Engineering. The conference focused on Indian Knowledge Systems: Tradition, Culture & Technology.

1st Position · IKS Conference · SSN College
Research Pulse
From Insight to Stage
Recognition
Best
The work is not only being presented, it is being chosen above strong peer research.
Research Area
ML
Applied machine learning and culturally rooted topics both find space on this stage.
Voice
Clear
Strong papers here combine technical depth with confident storytelling and delivery.
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ADHI
Events Chronicle · Part VI
Student Organizations
Sarvesh
CODESAPIENS MEETUP 2K26

Sarvesh Sivasankaran (II Year) served as a Speaker at FT. Codesapiens Meetup 2k26, sharing technical insights and engaging with the developer community.

Speaker · Tech Community Engagement
Aadithya
IPL AUCTION

Aadithya Rajasekaran (II Year) successfully organized the IPL Auction event at Recharge Fest 2026, demonstrating leadership, coordination, and event management skills.

Event Organizer · Recharge Fest 2026
Sarvesh
IRUMUGAN

Shreenidhi T (II Year) served as Project Secretary for the Irumugan mono acting event, successfully planning and executing a three-round competition focused on creativity and performance.

Project Secretary · Leadership & Event Management
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ADHI
Events Chronicle · Part VII
Spotlight Moments
Chess Tournament
STATE-LEVEL CHESS TOURNAMENT – SILVER MEDAL

Hari Keshav K from I-CSE secured a Silver Medal in a State-Level Chess Tournament organized by Rajalakshmi Institute of Technology on 08.02.2026, demonstrating strong analytical thinking and strategy.

LOYOLA ICAM TROPHY – RUNNER-UP 🏏

The Cricket (Men) team secured Runner-Up in the Loyola ICAM Trophy 2026. CSE students — Lithan G, Mohith, Hirthic Vasan R, Dhanush Karthick, and Gowtham Raj M — played a significant role throughout the tournament.

Cricket Team
Quick Highlights: Chess Silver · Cricket Runner-Up · Inter-Dept Champions
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ADHI
Special Mention
Sakthivel R
Rising Innovator
Sakthivel R
II Year – CSE

Sakthivel R has emerged as a high-impact student innovator, turning AI ideas into nationally recognized sustainability solutions. His progression from campus hackathons to international representation reflects exceptional technical depth.

Progression
VIT Hackathon Winner → EcoInnovators Ideathon 2026 Winner → Selected for Villars Symposium, Switzerland
EcoInnovators Ideathon 2026 – National Winner

In a multi-stage national challenge, he developed AI-driven solutions for renewable-energy verification and governance systems. The win was recognized in the MeitY-aligned IndiaAI Impact ecosystem.

AI Innovation · Sustainability Governance
Global and Institutional Recognition

Selected for the Villars Symposium, Switzerland; shortlisted for the Indian Bank innovation event; contributing to a government-funded project with strong public-impact relevance.

Hackathon → Ideathon → International Stage
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ADHI
Special Mention
Atchaya Senthilkumaran
Atchaya Senthilkumaran

Atchaya Senthilkumaran is a student entrepreneur and Founder & CEO of AT Speaks, an edtech initiative focused on bridging the gap between learning and real-world application. She has organized 30+ events, impacting over 1000 learners, and delivered 50+ sessions as a speaker and instructor in AI and technology. She has also worked as an AI Tech Associate at c2x (New York, remote), while actively mentoring students as a tech educator. She is currently building Nexus, a nationwide student community aimed at fostering collaboration and innovation. With experience across AI, development, design, and entrepreneurship, and a growing digital presence of 15K+ followers, she advocates for practical, hands-on learning and student-led innovation.

Founder and CEO · AI Tech Associate · Educator · Design Lead · Community Builder
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ADHI
Memory Lane
Moments to Glory
Collaborative Moments
ADHI
ADHI says

"One strong frame is enough when the effort behind it is real. Keep showing up, keep learning, and let consistency become your signature."

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Faculty Milestones
Faculty Achievements
Leadership · Research · Collaboration · Learning

This section celebrates the faculty voices shaping REC CSE through academic leadership, research publications, expert sessions, institutional collaboration, and continuous upskilling.

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Research Publications
02
Special Mentions
03
FDP & Awareness Notes
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Student Participants Reached
Achievement Trail
Academic Governance · HOD representation in Academic Council.
Research Momentum · IEEE proceedings and Scopus-indexed publication work.
Future Readiness · AI, blockchain, IP awareness, and educator-focused learning.
ADHI
ADHI says

"Faculty achievements are quiet power: they lift classrooms, research culture, and every student who learns from that momentum."

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ADHI
Faculty Excellence · Part I
Leadership & Showcase

Faculty members contributed through academic governance and emerging technology outreach, connecting leadership with hands-on innovation.

01
Council Role
01
AR/VR Demo
02
Faculty Notes
Dr. E. M. Malathy
Academic Council Representation

Dr. E. M. Malathy, Professor and Head, represented CSE at the 22nd Academic Council meeting on 23 Jan 2026.

Academic governance · Department representation
Dr. J. Jinu Sophia
AR/VR Project Showcase

Dr. J. Jinu Sophia, Associate Professor, showcased an AR/VR project in a Technical Expo stall at Titanium on behalf of IIC-TANSAM.

Innovation display · Emerging tech outreach
ADHI
ADHI INSIGHT

"Departments grow when faculty lead and create opportunities beyond the classroom."

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ADHI
Faculty Excellence · Part II
Research Publications
01
IEEE Paper
01
Journal Accept
01
Scopus Index
Dr. V. Murali Bhaskaran
IEEE Conference Publication

Dr. V. Murali Bhaskaran, with B. Rajalakshmi, authored Vit-Lung: A Vision Transformer Framework for Lung Cancer Detection, published in the IEEE proceedings of ICCCES-2026.

Conference publication · Vision AI research
Dr. Prakash V
Scopus Journal Acceptance

Dr. Prakash V, Associate Professor, authored Enhancing Semantic Web Application Delivery with SemaGuard, accepted for publication in the International Journal of Information Technology and expected to appear in 2026.

Accepted article · Quality, security and CI/CD
ADHI
ADHI INSIGHT

"Faculty research does more than add publications. It sets the academic tone for curiosity, rigor, and long-term impact."

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Faculty Engagements · Part II
Research Connect
NIOT visit placeholder
NIOT Research Collaboration

Dr. E. M. Malathy and Dr. M. Ayyadurai had an insightful discussion with Dr. R. Srinivasan, Scientist, during an industrial visit to the National Institute of Ocean Technology (NIOT), Chennai.

The visit explored possibilities for future collaboration on research projects and technology-oriented academic engagement.

14 Jan 2026 · NIOT Chennai
AI full stack workshop placeholder
AI for All Initiative

A hands-on workshop titled AI for All Initiative: Next-Gen Full Stack Development was scheduled on 11 February 2026 to connect Artificial Intelligence with modern full stack development.

The sessions focused on practical learning, real-world use cases, and emerging development practices with external expert Mr. A. Velliraj, Tech Manager, Virtusa Pvt. Ltd., Chennai.

11 Feb 2026 · Hands-on workshop
ADHI
ADHI INSIGHT

"Collaboration begins when faculty step into research spaces, listen closely, and bring that energy back to student learning."

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Special Mention · Faculty Achievement
Beacon of Academic Excellence
Deputy HOD of CSE · Academic Leadership
Dr. J. Manoranjini
Department of CSE
Dr. J. Manoranjini
Professor & Deputy HOD / CSE
Recognition Note

A proud special mention to Dr. J. Manoranjini, Deputy HOD of CSE, for active participation in academic development, emerging technology discussions, and national-level awareness initiatives during 2026.

FDP Certificate · Bennett University

Participated in a 5-day International FDP on Federated Learning for Privacy-Preserving AI (FLPPAI-2026), organized by Bennett University.

23-27 Feb 2026 · Faculty Development Program
International Guest Lecture Coordination

Coordinated an international guest lecture on AI-enabled blockchain and research writing, featuring Dr. Shyamala Devi Munisamy, at Rajalakshmi Engineering College.

20 Jan 2026 · International Guest Lecture
National IP Awareness Program

Successfully participated in the National Intellectual Property Awareness Program conducted by the Intellectual Property Office, India.

22 Jan 2026 · IP Awareness
ADHI
ADHI salutes

"Faculty growth keeps the department future-ready."

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Special Mention · Faculty Excellence
Mentor of Future Tech
Professor/CSE · AI Education & Research
Dr. Chettiyar Vani Vivekanand
Department of CSE
Dr. Chettiyar Vani Vivekanand
Professor / CSE
Recognition Note

A proud special mention for continued faculty participation across educator training, student knowledge sessions, and research presentation platforms during 2026.

PALS FDP · AI for Educators

Dr. Chettiyar Vani Vivekanand, Professor/CSE, attended the PALS Faculty Development Program on AI for Educators conducted at IIT Tirupati.

22-23 Jan 2026 · IIT Tirupati
Guest Lecture · NextGen Technologies

A guest lecture on NextGen Technologies - Driving the Future was delivered by Dr. K. Mourugayane, Former Scientist, SAMEER-Centre for Electromagnetics, Chennai, for II Year students with 120 participants.

14 Mar 2026 · Student Lecture
ICICCS 2026 · Research Presentation

Dr. Chettiyar Vani Vivekanand presented the paper A Technology Driven Framework for Water Scarcity Prediction at ICICCS 2026, organized by Nandha Engineering College, Erode.

16-18 Mar 2026 · Nandha Engineering College
ADHI
ADHI notes

"Faculty curiosity becomes classroom momentum."

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ADHI
Editorial Shelf
Student Writeups
Ideas from students who are learning the world by questioning it, building with it, and writing it down.
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Featured Essays
03
Tech & Finance Themes
01
Wealth Engineering
Money habits, SIP discipline, and student finance
02
Generative AI Studio
The modern AI stack from chips to applications
03
RAG Concepts
Grounded answers through retrieval and context
04
Stock Market Trends
Risk, patience, ownership, and market thinking
ADHI
ADHI notes

"A good writeup is a student thinking in public. These pages turn curiosity into clarity."

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Finance Blueprint · Premium Student Edition
Student Write-Up
WEALTH
ENGINEERING
DESIGN YOUR CASH FLOW BEFORE YOUR CAREER STARTS
Premium Reality Check
Rs. 1.44L

A casual Rs.100/day lifestyle spend across 4 years becomes nearly Rs.1.44 lakhs. The winning move is simple: keep lifestyle joy, remove money leakage.

Rs.500 Monthly SIP → 10–12% Long-run equity range → Time Your hidden multiplier
Trading vs Investing: Career-Safe Decision Matrix
Attribute
Trading
Investing
Time Frame
Minutes–weeks
Years
Student Fit
High stress
Beginner friendly
Best Move
Learn first
SIP first
ADHI
ADHI PREMIUM NOTE

"Financial freedom is a system. Automate savings, avoid ego trades, and let compounding become your silent teammate."

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Generative AI In Tech
Student Write-Up
The Big Picture

Generative AI has moved from research novelty to a defining force in technology. A full stack has formed from silicon to applications, and software is being rebuilt with AI as a core reasoning layer.

Infrastructure Bet

AWS, Azure, and Google Cloud are investing at historic scale in GPU clusters and custom AI chips.

Chip Race

Nvidia leads training while AMD, Gaudi, Cerebras, Groq, and others compete hard in inference.

Model Consolidation

OpenAI, Anthropic, DeepMind, Meta, and Mistral drive multimodal systems across text, image, audio, video, and code.

Reasoning Jump

Chain-of-thought and reasoning models have significantly improved complex problem-solving reliability.

Engineering Middle Layer

Real product value emerges between models and users: RAG, vector databases, orchestration, evals, and domain tuning.

RAGPineconeWeaviatepgvectorLangChainLlamaIndex

Open-source models keep pace with frontier labs, enabling private deployment and data residency control in sensitive sectors.

ADHI
ADHI FINAL INSIGHT

"The winning products will not bolt AI on top. They will rebuild software around AI as the default reasoning engine."

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RAG Deep Dive · Retrieval Augmented Generation
Student Write-Up
RAG
THE RETRIEVAL-AUGMENTED GENERATION
What Is RAG?

Retrieval-Augmented Generation (RAG) combines the power of large language models with external knowledge bases. Instead of relying solely on training data, RAG systems retrieve relevant information at query time to generate more accurate, context-aware responses.

How RAG Works

1. Index: Documents are chunked and embedded into vectors.
2. Retrieve: Query matches most relevant context from DB.
3. Augment: Retrieved context feeds the LLM prompt.
4. Generate: Model produces grounded, accurate output.

60%
Reduced Hallucinations
Real-time
Knowledge Access
THE ENGINEERING MIDDLE LAYER
Vector Databases

Pinecone, Weaviate, Chroma, and pgvector store embeddings for fast similarity search.

Embedding Models

BGE, sentence-transformers, and OpenAI embeddings convert text to semantic vectors.

ADHI
ADHI INSIGHT

"RAG is the bridge between static model knowledge and dynamic, real-time enterprise data."

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Money Mindset · Market Intelligence
Student Write-Up
Stock Market
OWN BUSINESSES · MANAGE RISK · STAY CONSISTENT
Masterclass Thesis

Equity is a long-term ownership game. The biggest student advantage is not insider knowledge; it is time, discipline, and consistent capital allocation.

Investor Lens

Diversified SIP, patience, and business quality focus. Low churn, high survival.

Trader Lens

Needs defined setups, strict stop-losses, and emotional control during drawdowns.

Premium Signal Dashboard
Business Quality
Core
Valuation Gap
Entry
Risk Guardrail
Shield
Patience Score
Alpha
₹500
SIP Start
6 Mo
Safety Buffer
0
Leverage
ADHI
ADHI says

"The market rewards students who stay curious, start small, and protect capital. Learn the business first, then let patience do the heavy lifting."

Golden Rule: protect capital first. Compounding rewards survivors.
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ADHI
Career Success
Placement Achievements
EMBEDUR SYSTEMS CAMPUS PLACEMENT

The Department of Computer Science & Engineering celebrates the successful placement of its students at embedUR Systems, a global product engineering company specializing in embedded systems, networking, and IoT solutions.

With a strong presence in firmware development, device connectivity, and system-level software, the company works on real-world products used in industries such as telecommunications, healthcare devices, and smart infrastructure.

Notably, these students secured their placements during their III Year itself, reflecting early preparedness and a strong foundation in core technical skills.

After a rigorous campus recruitment process involving technical assessments and interviews, the following CSE students were selected:

SELECTED CSE STUDENTS
• Shangamithra TS
• Manicka Meenakshi S
• Kumaran S
• Vishwa J
Their success reflects solid problem-solving ability, core subject knowledge, and consistent preparation. This achievement reinforces the department's focus on building industry-relevant skills and highlights the growing placement strength in core technology roles.
ADHI
ADHI says

"These numbers aren't just stats - they're dreams fulfilled! Every offer letter is a story of late-night coding sessions paying off! 💪✨"

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From ADHI & Team
Thank You

"Every page of this magazine carries the energy of our department and the support of the people who believed in us. REC CSE is not just a place of learning, but a space where ideas are encouraged to become something real."

With Gratitude To Our Faculty Mentors
Dr. J. E. Miriam Mani
Dr. E.M. MALATHY
Professor & Head
Department of CSE
Dr. Manoranjini J
Dr. Manoranjini J
Professor & Deputy Head
Department of CSE
Priya Ma'am
Ms M.Priyachitra
Faculty Coordinator
Department of CSE
Dr. V. Karthick
Mr N.KARTHIKEYAN
Faculty Coordinator
Department of CSE
ADHI
ADHI thanks you

"A special thank you to our HOD and faculty coordinators for their constant encouragement, guidance, and trust throughout this magazine journey. Your support helped our ideas take shape, our team stay motivated, and this edition reach the finish line with pride."

REC CSE 2026 JAN-MAR 2026 Edition Digital First
© 2026 REC CSE Department · All rights reserved
Designed with ❤️ by CSE Editorial Team
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