available for collaborations

Akshar Nath Gorain

Building AI Systems · Shipping code that matters.

Systems Engineer & AI Researcher at Techno India University. Researching Knowledge Distillation, building production full-stack platforms, and shipping intelligent systems — one commit at a time.

Kolkata, West Bengal, India
// about me

The Mission.

B.Tech CSE, 2nd year, Techno India University — bridging cutting-edge AI research with production architectures.

🧠

AI Researcher

Knowledge Distillation under Dr. Kalpita Dutta. INT8 Quantization, YOLOv8 pipelines, MSER ensembles. 🏆 COMSYS 2026 International Champion — Škoda Auto University, Czech Republic.

🐾

Mobile Dev @ CURAA

Cross-platform Flutter UI for CURAWAVE's pet-care ecosystem. Native 60fps rendering. Collaborated with Sourodyuti Biswas Sanyal on CURAA & Delta Terminal.

Full-Stack Engineer

ShareBite (Next.js 14 + PostgreSQL), VeriFi blockchain auth, Delta Terminal algo-trading system. Systems that ship and scale.

PythonPyTorchNext.js 14 FlutterC/C++FastAPI SolidityPostgreSQLAWS DockerBash/TermuxYOLOv8 Gemini APIOpenMMLab
// experience

The Timeline.

From first commit to research labs, startups, and national hackathon podiums.

Undergraduate AI Researcher
Aug 2024 – Present
Techno India University · Under Dr. Kalpita Dutta
  • Innovating core pipelines for low-compute deployment — Knowledge Distillation & INT8 Quantization.
  • Pioneering diagnostic medical imaging compression for edge-device runtime optimizations.
PyTorchPythonEdge AI
Mobile App UI Developer
Nov 2025 – Present
CURAA · CURAWAVE LLP
  • Architected cross-platform Flutter UI flows for a 5-service pet-care ecosystem.
  • Engineered custom rendering at native 60fps. Collaborated with Sourodyuti on CURAA & Delta Terminal.
FlutterDartNode.jsMongoDB
AI Automation Intern
June 2026 – July 2026
AICTE – IBM SkillsBuild · Virtual
  • Orchestrating intelligent automation workflows, AI agents, and enterprise AI integrations.
AI AgentsAutomationIBM
Cybersecurity Intern
June 2026 – Aug 2026
AICTE – EduSkills (Palo Alto Networks) · Virtual
  • Enterprise network security, threat intelligence platforms, and SOAR automation.
CybersecurityPalo AltoSOAR
Government ML Intern
Past
AICTE · Remote
  • Developed ML models predicting 6 major water pollutants using historical station data.
PythonMLAICTE
// selected works

Systems I've Shipped.

From hackathon-winning CV pipelines to production full-stack platforms.

ShareBite Platform

Production-grade food rescue engine aligned with UN SDG 2. Smart real-time surplus ledger with automated category safety windows for cross-role logging.

Next.js 14PostgreSQLNextAuth.js

Vision Knowledge Distillation

PyTorch teacher-student framework: ResNet18 → MobileNetV2 on CIFAR-10. AMP, gradient clipping, automatic tracking, and edge-deployment configs.

PyTorchComputer VisionPython

CURAA — Pet Care Ecosystem

Cross-platform Flutter UI for a 5-microservice pet-care platform. Native 60fps rendering, vet & grooming scheduling. Built with Sourodyuti at CURAWAVE LLP.

FlutterDartNode.jsMongoDB
private

Delta Terminal

Institutional algo-trading system co-built with Sourodyuti. Δ-THETA Options Engine, Five-Gate regime filter (ADX, IV Rank, Vol Ratio), multi-alpha interference. Runs on Ubuntu & Termux/ARM64.

PythonFlaskAsyncIOSocket.IO

VeriFi — Blockchain Auth

Ethereum dApp for on-chain verification of certificates, attendance, and payments. SHA-256 + digital signatures on Edu Net Blockchain infrastructure.

SolidityWeb3Next.js

SSH Termux Automation

Server automation suite: IP change detection, failed login monitoring, battery alerts via Telegram API. Production-tested on Termux/Linux.

BashLinuxTermuxAutomation
// all work

Everything I've Built.

Open source and private — AI pipelines, system automation, blockchain, and more.

🍽️
ShareBitepublic

Full-stack food rescue platform — UN SDG 2, real-time ledger, cross-role logging.

🐾
CURAAprivate

Flutter UI for CURAWAVE pet-care ecosystem — 5-microservice architecture.

Delta Terminalprivate

Institutional algo-trading — Five-Gate theta engine, multi-alpha interference. Co-built with Sourodyuti.

🧠
Vision KDpublic

PyTorch teacher-student distillation — ResNet18 → MobileNetV2, CIFAR-10.

🔗
VeriFipublic

On-chain document verification — SHA-256 + Ethereum smart contracts.

💧
Water Quality AIpublic

ML models predicting 6 water pollutants — AICTE Gov. internship project.

🏥
Jīva Healthprivate

Healthcare record digitization — AI-powered OCR/NLP extraction for India.

🤖
Physics Solver AIpublic

Step-by-step physics problem solver powered by Gemini via Express backend.

🌦️
FlintWeatherAIpublic

Lightweight AI weather assistant aggregating free weather provider APIs.

💻
SSH Termux Autopublic

IP monitoring, failed login alerts, battery notifications via Telegram.

🎰
Prediction Backendprivate

Flask API with worker processes, simulator blueprint, and pattern recognition.

🩸
Blood Donation BDMSpublic

Web app for donor registration, inventory tracking, and request management.

📞
Phonebook Managerpublic

Contact manager with C backend and PHP frontend — CRUD with file storage.

13 projects · 7 public · 6 private
// recognition

Highlights.

🏆
International Champion — COMSYS Hackathon 7
7th Intl. Conference on Frontiers in Computing & Systems · Škoda Auto University, Czech Republic · Team Vic-Trio (Akshar, Sourodyuti & Subhodip) · Rank #1 · Score 0.755
☁️
AWS Academy Graduate
Data Engineering Certified · Dec 2025
🔬
Active AI Researcher
Knowledge Distillation · Under Dr. Kalpita Dutta · TIU
🛡️
Cybersecurity Intern
Palo Alto Networks · AICTE EduSkills · 2026
// contact

Let's Work Together.

Open to research collaborations, internships, and building things that matter.

Contact me directly at workforakng@gmail.com or drop your info here.

I'll never share your data with anyone else. Pinky promise! 🤙