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KINGSHUK CHATTERJEE

Software Developer · ML Engineer · Systems Architect

📍 Quatre Bornes, Mauritius

LinkedIn GitHub Portfolio Email

Typing SVG

Toshiro Hitsugaya Bankai

Spanning machine learning research, bare-metal systems, and full-stack architecture—bridging complex engineering with absolute precision.

❄️ TECH ARSENAL

Realm Domain & Tech Stack
Languages Python C C++ Rust JavaScript SQL
Machine Learning & Systems PyTorch TensorFlow PINNs CNNs LSTMs Transformers CUDA OpenAI Triton AVX2 SIMD OpenCV CleanRL
Full Stack & BaaS React Node.js Flask FastAPI Flutter MongoDB PostgreSQL Supabase Firebase
Developer & Design Tools Git REST APIs Figma Blender Photoshop PM2

❄️ ACADEMIC & RESEARCH HIGHLIGHTS

  • Stock Earnings Forecasting via News Factor Analyzing Model — Published in Elsevier Procedia Computer Science (Vol. 267, 2026) · Presented at ICMLDE 2025. Applied NLP sentiment analysis and quantitative financial indicators to build an ML earnings forecasting model ScienceDirect Open Access Paper · Scopus author profile

  • Nirman 4.0 National Hackathon — Qualified for Round 2, hosted by Silicon University.

  • Government Funded Projects (NIELIT) — Engineered Krishi Sahayak (AI Agricultural Platform) Krishisahayogi Website and Application and Sys Logger (Enterprise System Observability Platform) syslogger Enterprise website.

  • Research Member — KIIT Research & Software Club (KRSC).

❄️ FEATURED PROJECTS

Project Domain Description Tech Stack
OmniRay SLAM Engine 256-bit AVX2 SIMD-accelerated C++ raycasting engine (0.037ms scan times, 26x SIMD speedup) with vectorized PPO policy inference on edge CPUs. C++ AVX2 SIMD Python SLAM PPO
Apex OS Operating Systems Bare-metal x86_64 Rust OS featuring an RL-driven CPU scheduler, TPM 2.0 verified boot, and capability sandboxing. Rust x86_64 RL TPM 2.0 UDP Swarm
Dynamic Gradient PINNs Physics-Informed ML ResSIREN-Fourier PINN with PCGrad and Softplus Physics Anchor achieving 32,700x forward inference speedup over OpenFOAM. Python PyTorch PINNs OpenFOAM
Triton Fuser Quantitative PINN Hydrodynamic limit order book PDE model on live Binance L2 data with OpenAI Triton fused GEMM + Softplus kernels for NVIDIA GPUs. PyTorch Triton CUDA AVX2 C++
Krishi Sahayak Edge AI / Mobile NIELIT Government Funded AI agricultural app with CNN TFLite edge inference, crop disease detection, and live mandi prices. Flutter FastAPI Supabase Firebase TFLite
Sys Logger Distributed Systems Production distributed observability platform monitoring 100+ active network endpoints with ML anomaly detection. Next.js Flask PostgreSQL PM2
AI Clot Monitoring Biomedical ML Clinical-grade wearable system using a Bayesian triple-encoder hybrid to predict post-surgical blood clots. PyTorch CNNs LSTMs Deep Learning

❄️ EXPERIENCE

  • Full Stack Developer (Part-Time) · Nexveda Technologies (Jan 2026 – Present) Architecting full-stack education platforms using React.js, Python, MongoDB, and PostgreSQL.

  • Frontend Developer (Freelance) · Ionic Design (Apr 2026) Delivered high-performance responsive web interfaces using Python-based tooling and CSS.

  • Intern · Indian Oil Corporation Ltd (IOCL) (Nov 2024 – Jan 2025) Managed industrial networking infrastructure and Cisco protocols.

"Do you understand now the difference in our power?"

Pinned Loading

  1. FinReport-Explainable-Stock-Earnings-Forecasting-via-News-Factor FinReport-Explainable-Stock-Earnings-Forecasting-via-News-Factor Public

    FinReport is a research-oriented system designed to forecast stock earnings by analyzing both technical indicators and financial news. It leverages a multi-factor model implemented in PyTorch that …

    HTML 5 4

  2. Sys_Logger Sys_Logger Public

    Forked from PiyushKBhattacharyya/Sys_Logger

    An enterprise software which monitors an stores data regarding systems information , cpu , gpu , ram network useage

    TypeScript 6

  3. Dynamic-Gradient-Balancing-Physics-Informed-Neural-Networks Dynamic-Gradient-Balancing-Physics-Informed-Neural-Networks Public

    Resolving Gradient Pathologies in Physics-Informed Neural Networks via Dynamic Gradient Surgery and Adaptive Refinement for Robust Inverse Discovery Under Noise.

    Python 7 2

  4. AI-Integration-in-Wearables-for-Clot-Monitoring AI-Integration-in-Wearables-for-Clot-Monitoring Public

    Revolutionizing Healthcare Through Smart Technology: Harnessing artificial intelligence and wearable sensor data to detect blood clots hours before they become life-threatening.

    HTML 6

  5. Triton-Fuser Triton-Fuser Public

    Triton Fuser is a systems research prototype exploring the representation of Limit Order Book (LOB) depth as a continuous fluid density field ρ ( x , t ) governed by a 1D Advection-Diffusion PDE

    Python 6 1

  6. Omniray-Avx2-Cpu-based-SLAM-framework Omniray-Avx2-Cpu-based-SLAM-framework Public

    A hyper-accelerated C++ AVX2 SIMD raycasting engine & closed-loop 5-layer Deep RL architecture for low-power edge robotics (<15W CPU-only). Outperforms Yamauchi frontier exploration with 84.5% map …

    Python 10 2