Hi, my name is
Alok Kumar.
AI-Native Developer & Problem Solver
Pre-final year CS student at IEM Kolkata, building intelligent, scalable systems that solve real-world problems. Driven by Data Structures & Algorithms (C++), AI/ML, and Hackathon Engineering.
About Me
I'm a pre-final year B.Tech Computer Science student at IEM Kolkata ('27), driven by the challenge of building intelligent, scalable systems that solve real-world problems.
My core strength lies in problem-solving with Data Structures & Algorithms (C++), combined with a passion for rapid, end-to-end product development as an AI-Native Developer.
I thrive in high-pressure hackathon environments. My recent work spans full-stack development, real-time systems, and early-stage machine learning research.
Based In
Kolkata, India
Education
IEM Kolkata (2023–27)
CGPA
8.81 / 10
Hackathons Won
5+ Awards
Skills & Technologies
Languages
- C
- C++
- Java
- Python
ML & AI Vision
- TensorFlow
- Scikit-learn
- OpenCV
- YOLOv8
- ResNet
- Grad-CAM
Backend & Frameworks
- Node.js
- Express
- FastAPI
- WebSockets (Socket.IO)
- Pandas
- NumPy
Core CS
- Data Structures & Algorithms
- Operating Systems
- System Design
Security & Cloud
- Cyber Security
- Cryptography
- Cloud Computing
Tools & Web
- Git
- HTML/CSS
Achievements & Recognitions
Awards and recognitions from hackathons, competitions, and national challenges.
Best Project (IoT)
Binary V2 Hackathon
Kalyani Govt. Engineering College · Team codeXcyphers
1st Runner-Up
Watch The Code 2026 National Hackathon
G.E.H.U., Haldwani
Finalist
Diversion 2K26 – 36hr Hackathon
IEM Kolkata
1st Runner Up
Technologia Hackathon 1.0
Team "codeXcyphers"
Finalist – Top 100/1400+
StatusCode2 Hackathon
IISER Kolkata
1st Position
CreaXion Project Competition
CSI UEMK Students Chapter
3rd Place
BRAINOVATE Project Competition
IEEE Computer Society Student Branch Chapter UEMK · Team codeXcyphers
2nd Position
Imagine Algo 2025
Algorand Blockchain Club
Finalist
IIT Madras Shaastra Coding Contest
IIT Madras
Zonal Finalist
Anti-Piracy Challenge 2025 (WAVES)
Ministry of I&B (Govt. of India) & CII
Featured Projects
CogniCode
AI Developer Dashboard & Architectural Sentinel (Watch The Code 2026)
AI-powered developer dashboard built in 24 hours at Watch The Code 2026 National Hackathon (G.E.H.U., Haldwani). Maps hidden architecture of undocumented codebases, auto-syncs docs with code changes, and provides Blast Radius Analysis with visual Impact/Knowledge Graphs. Features context-aware RAG, integrated stress testing, and Git commit history ingestion.
Rail Sathi
Offline-First Railway Super-App (Diversion 2K26 – 36hr Hackathon)
Mobile super-app solving real Indian railway pain points. Features a custom Split-Seat Algorithm that stitches partial confirmed vacancies across intermediate stations for WL tickets. Offline-first crowd reporting with GPS-speed lock (>25km/h to vote), AsyncStorage queue that auto-syncs post-tunnel, and Auth0 PKCE verified reporters with 2x voting weight.
MAITRI
Human-Wildlife Conflict Predictor (StatusCode2)
Real-time wildlife conflict tracking system built for StatusCode2 Hackathon (Top 100/1400+ teams, IISER Kolkata). Features a Dynamic Safe Path algorithm (Hybrid Greedy Best-First Search) recalculating routes every 2 seconds and a 3-tier Geo-fencing proximity alert system.
MediScan
AI Bone Fracture Detection System
AI-powered bone fracture detection system achieving 99.8% accuracy. Designed efficient API endpoints for real-time X-ray image analysis and integrated Explainable AI (Grad-CAM) visualizations to assist healthcare providers with clinical interpretation.
Diabetic Retinopathy Detection
ML Research Project
Research under Prof. Dr. Subhalaxmi Chakraborty. Developing a Stacking Ensemble model integrating ResNet, EfficientNet, and ViT for superior predictive performance in medical image classification, with Grad-CAM heatmaps for transparent clinical interpretability.
IoT Train Safety System
Best Project (IoT) – Binary V2, Kalyani Govt. Engineering College
Scalable, real-time safety and monitoring system for trains. ESP32 edge nodes at train doors use ToF sensors for door status and Wi-Fi MAC sniffing for activity tracking. Data travels via an RS485 network built for heavy rail interference, flows to a Raspberry Pi master gateway in the Guard's Cabin, and streams live to the cloud via secure 4G LTE for real-time visualization and logging.
Resume
Experience
2025 - Present
Undergraduate Research — Early Detection of Diabetic Retinopathy
Under Prof. Dr. Subhalaxmi Chakraborty, IEM Kolkata
- •Developing a Stacking Ensemble model integrating ResNet, EfficientNet, and ViT for superior predictive performance in medical image classification.
- •Integrating Explainable AI (Grad-CAM) to generate visual heatmaps, providing transparent clinical interpretability.
Jan 2025 - Present
GFG Student Chapter Member
GeeksforGeeks, UEM Kolkata
- •Collaborating to organize coding events, workshops, and hackathons.
- •Promoting competitive programming culture and sharing knowledge in Data Structures and Algorithms.
Education
2023 - 2027
B.Tech in Computer Science and Technology
Institute of Engineering and Management (IEM)
CGPA: 8.81 (till 5th sem)
Kolkata, India
2022
Class XII (CBSE)
New Horizon School
70%
2020
Class X (ICSE)
St. Joseph School, Pakartalla Kahalgaon
86%
Certifications
Applied Cryptography Specialization
Coursera · 2025
C++ Programming Professional Certificate
OpenEDG / C++ Institute · 2024/2025
Enhancing Soft Skills and Personality
NPTEL · 2024
Ethical Hacking: Introduction
LinkedIn Learning · 2024
Get In Touch
Have a project in mind or want to collaborate? I'd love to hear from you.
Location
Kolkata, India
© 2026 Alok Kumar. Built with Next.js, TypeScript & Framer Motion