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TechieSamosa/README.md

Aditya Khamitkar πŸš€

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⚑ Quick Profile

Bridging the gap between low-level C++ systems and high-stakes agentic AI deployments.

  • πŸŽ“ Education: M.Tech CSE (Spec. in Computational & Data Science) @ VIT Bhopal (2027).
  • πŸ›°οΈ Ex-ISRO Researcher: Built PyTorch/TF LSTM telemetry models for PSLV missions, cutting manual review by 40%.
  • πŸ“ˆ AI Impact: Boosted Google Gemini instruction accuracy by 15% via structured RLHF; logged 500+ hours evaluating production LLMs.
  • πŸ† Top 0.24%: Intel AI4Youth National Finalist (out of 52,000); NLP project endorsed by NITI Aayog.
  • 🎯 Currently Building: Deterministic multi-agent LangGraph orchestrators & bio-inspired State-Space Models.

πŸ› οΈ Technical Arsenal


HuggingFace LangChain LangGraph RLHF Apache Spark

πŸš€ High-Impact Engineering

Project / Role Tech Stack Measurable Impact
Project AETHER (AI Geospatial) PyTorch GANs GDAL Rasterio Engineered a self-supervised MAE + custom GAN, improving SNR in lunar Permanently Shadowed Regions by +86 dB.
Synapse.cpp (Low-Level AI) C++17 RAII Adam/SGD Built a full forward/backward pass neural network engine entirely from scratch with zero external dependencies.
Nexus Scout (Agentic AI) LangGraph Llama-3 Pydantic Designed a deterministic multi-agent HR pipeline with a weighted hybrid scoring engine for auto-generated outreach.
AI Engineering Intern SpaCy NLP Streamlit Python Deployed an end-to-end AI parsing platform, slashing resume-screening time by 80% with 90%+ accuracy.

πŸ“Š GitHub Analytics

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Actively seeking 2026/2027 Placements & Internships in Applied AI, MLOps, and Core Engineering.
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  1. Synapse.cpp Synapse.cpp Public

    Zero-Library Neural Network Engine in Pure C++

    C++ 2

  2. AgriSatAI AgriSatAI Public

    Leveraging AI and satellite data to optimize agriculture and irrigation systems for sustainable farming. Features real-time crop health monitoring, water usage optimization, and yield prediction mo…

    Python 2

  3. Aether Aether Public

    Aether enhances low-light images from the PSR regions of lunar craters to improve signal-to-noise ratio (SNR). By applying advanced deep learning and image processing techniques, the project create…

    Python 5 3

  4. nexus-scout-catalyst nexus-scout-catalyst Public

    Python 2

  5. Baby-Dragon-Hatchling Baby-Dragon-Hatchling Public

    Python 2

  6. bdh-architecture-analysis bdh-architecture-analysis Public

    Forked from promefeus/bdh-architecture-analysis

    Python 1