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📷
Photography
Kolkata based
Portrait, street, documentary, events, cinematography & video editing — shoots across Kolkata.
🧠
AI / ML Project
Remote / Hybrid
Computer vision, NLP, LLMs, RAG pipelines, model deployment, research collaboration or full-time roles.
💬
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Research · Freelance · Full-time · Internship
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Available for opportunities

SK SOHEL

AI / ML Engineer  ·  Kolkata, India

Building intelligent systems across deep learning, computer vision & NLP — from research to production.

2+
IEEE Papers
5K+
Images Trained
3+
Hackathons
2
Deployed Systems
SK Sohel
AI / ML Engineering Computer Vision Deep Learning NLP IEEE Published YOLOv8 PyTorch Canon 200D Mark II Infosys Intern IIT Mandi Top 12 AI / ML Engineering Computer Vision Deep Learning NLP IEEE Published YOLOv8 PyTorch Canon 200D Mark II Infosys Intern IIT Mandi Top 12
01 — About

The person behind
the code

AI/ML Engineer with hands-on experience across computer vision, NLP, and predictive modeling — taking work from research to deployment. Interned at Infosys, published twice in IEEE conferences, and reached the top 12 at IIT Mandi's COMSYS Hackathon.

Currently deep-diving into LLMs, RAG pipelines, and the full LLM ecosystem. Always learning, always shipping.

Computer Vision NLP Deep Learning LLMs MLOps
Location
Kolkata, India
Status
Open to Work ✦
Email
sksohelofficial27@gmail.com
Focus
AI/ML Engineering
2021 – 2025
B.Tech — CSE
Techno International Newtown, MAKAUT · Kolkata
CGPA: 7.58
2023 – 2024
Student Exchange
Sichuan Vocational College of IT (SVCIT) · China
Score: 90.6%
02 — Research Publications

Published
Research

🎓
Academic Profile
Google Scholar
All publications, citations & research metrics
2
Papers
IEEE
Publisher
View Scholar Profile ↗
01
AISP 2025 · Published An Explainable Multi-Task Learning Approach for Behavioural Biometrics Using Social Media Data ↗
Sk. Sohel, A. Baun, S. Saha, A. S. Kulkarni, R. Karmakar, B. Misra
2025 International Conference on Artificial Intelligence and Signal Processing (AISP)
View on IEEE Xplore ↗
02
IEEE ICRCICN 2025 · Published Multi-Packet Intrusion Detection System using Hybrid Neural Model and Ensemble Learning ↗
T. Adhikari, S. Ghosal, J. Sultana, S. Kundu, Sk. Sohel, T. Ghosh
2025 Seventh International Conference on Research in Computational Intelligence and Communication Networks (ICRCICN), Kalyani, India — IEEE
View on IEEE Xplore ↗
03 — Skills

Tools &
Technologies

🐍
Programming
PythonCC++Flutter / Dart
🧠
ML / Deep Learning
TensorFlowPyTorchKerasScikit-LearnTF-IDFETL Pipelines
📊
Data & Databases
PandasNumPyMySQLSQLiteMatplotlibPlotly
Generative AI & LLMs
LLMsCTGANLIMEFine-TuningModel ExplainabilityRAG PipelinesLangChainVector DBsLLM Agents
👁
Computer Vision
YOLOv8OpenCVCNNsU-NetObject Detection
🛠
Tools & Deployment
FlaskStreamlitAWSDockerGitLinuxFastAPIHugging Face
Tags marked are actively being learned
04 — Experience

Professional
Journey

Infosys Limited
AI / ML Intern
Aug 2025 – Oct 2025
  • Developed a real-time PPE detection system using live camera feeds to monitor workplace safety compliance.
  • Built a YOLOv8l model trained on 5,000+ images across multiple PPE categories.
  • Implemented a Centroid Tracker for occupancy counting, significantly reducing manual safety audit workload.
  • Integrated OpenCV, Flask & Streamlit into a real-time analytics dashboard with sub-100ms alert latency.
  • Used SQLite for structured data logging and Plotly for dynamic reporting visualizations.
YOLOv8lOpenCVFlask StreamlitSQLitePlotly Python
05 — Research

Academic
Research

Team Lead · Undergraduate Research
Explainable Multi-Task Learning for Linguistic Biometrics
Techno International New Town · Aug 2024 – Feb 2025
400K Reddit PostsLIME ExplainabilityTeam of 6

Multitask learning framework for behavioral biometrics using linguistic signals from Reddit data, with LIME explainability and TF-IDF vectorization.

Team Lead · Research Collaborator
Hybrid Neural Model for Multi-Packet Intrusion Detection
Guru Nanak Institute of Tech & TINT · Jun – Aug 2025
TCN + Bi-LSTM + GRUCIC-IDS DatasetCTGAN Augmentation

Hybrid neural model with CTGAN data augmentation, integrated gradients for interpretability, Focal Loss and AdamW for stable convergence.

06 — Projects

Featured
Work

AquAlert / Aquatect
Real-time water issue reporting platform for Smart India Hackathon 2023. Detects floods, water pollution, and drainage issues from geo-referenced images using CNN classifiers.
Enabled accurate real-time detection supporting municipal disaster response.
PythonTensorFlowCNNsSVMRandom Forest
DiscCupVessel MultiTask Seg
U-Net pipeline for glaucoma detection from fundus images — vessel segmentation, optic disc segmentation, and cup-to-disc ratio estimation in a single pass.
Multi-task approach enables comprehensive glaucoma screening from single inference.
PyTorchU-NetMedical AI
Review Comment Health Analyzer
NLP web app evaluating academic review comment quality using multi-metric scoring across readability, sentiment, politeness, and AI-likelihood detection.
Enhanced review quality and enabled early detection of AI-generated feedback.
PythonNLPTextBlobStreamlit
PPE Detection & Occupancy Monitor
Real-time safety compliance system deployed at Infosys using YOLOv8l for PPE detection and Centroid Tracker for occupancy counting with automated alerts.
Reduced manual safety audits substantially across monitored areas.
YOLOv8lOpenCVFlaskSQLite
07 — Achievements

Wins &
Milestones

🏆
Top 12 — COMSYS Hackathon (IIT Mandi)
Out of 75+ competing teams nationally
🥇
Top 15 — Smart India Hackathon 2023
Internal Selection Round · 120+ teams
🌏
China Exchange Program — 90.6%
Sichuan Vocational College of IT, China
📄
2× Published Researcher
IEEE ICRCICN & AISP 2025 Conferences
🏃
2× Second Prize — Athletics
100m & Relay · Department & college level
🏊
First Prize — Swimming
District level championship
08 — Photography & Cinematography

Behind the
Lens

📷
Primary Camera
Canon EOS 200D Mark II
24.1MP APS-C DSLR with Dual Pixel CMOS AF — sharp, reliable, and versatile for both stills and video.
24.1MP · APS-C · 4K Video
🔭
Lens — Portrait / Street
Canon 50mm f/1.8 STM
The "nifty fifty" — razor-sharp portraits, beautiful bokeh, and a natural perspective. Go-to for street photography in Kolkata.
f/1.8 · STM AF · Full-Frame
🔬
Lens — Telephoto / Wildlife
Canon 75–300mm f/4–5.6
Versatile telephoto zoom perfect for reaching distant subjects — landscapes, birds, and compressed cityscape shots across Kolkata.
75–300mm · f/4–5.6 · Zoom
📍 Kolkata, West Bengal — Shoots across the city

Core member of the college Photography Club, I shoot across Kolkata — from the ghats and tram lines to street portraits and monsoon reflections. I also do cinematography and video editing, having documented my year in China and created travel reels.

Every frame is intentional — whether it's the 50mm wide open for a candid portrait or the 75–300 catching Kanchenjunga at dawn from Darjeeling.

Street & Documentary
Portrait Photography
Landscape & Nature
Event Photography
Cinematography
Video Editing
Browse Gallery ↗
10 — Contact

Let's build
something

Actively looking for AI/ML engineering roles. Whether you have an opportunity, a collaboration, or just want to geek out about ML — let's connect.

or reach out directly below