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Sir-Sloth-The-Lazy/README.md

typing

LinkedInΒ  XΒ  EmailΒ  KaggleΒ  HuggingFace


# β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
# β”‚  jeevant_singh.py  Β·  AI / ML Engineer  Β·  India                    β”‚
# β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

from __future__ import annotations

class JeevantPrakharSingh:
    """
    B.Tech CS @ Manipal (CGPA (Too Good to be here) Β· 2026) β€”
    Research Intern @ ISRO building semantic communication
    systems for satellite imagery. Edge AI, federated learning,
    and anything that runs on constrained hardware.
    """

    name      : str  = "Jeevant Prakhar Singh"
    education : str  = "B.Tech CS Β· Manipal Β· 2026"
    located   : str  = "India"
    open_to   : list = ["research collaborations", "interesting projects", "full-time roles"]
    focused   : list = ["Edge AI", "Semantic Communications", "Federated Learning", "Agentic AI"]
    learning  : list = ["ζ—₯本θͺž (Japanese) πŸ‡―πŸ‡΅", "Agentic AI architectures", "Edge ML deployment"]

    @staticmethod
    def contact() -> dict[str, str]:
        return {
            "linkedin" : "linkedin.com/in/jeevantpsingh",            # β†’ DMs open
            "twitter"  : "x.com/JeevantSin61236",                    # β†’ always lurking
            "email"    : "jeevantprakharsingh2004@gmail.com",         # β†’ fastest response
        }

    def __repr__(self) -> str:
        return "Deployed on FPGA. Ask me about it."

# β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
# β”‚  experience.log  Β·  where I've shipped real work                     β”‚
# β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

$ cat experience.log

[2025-06 β†’ NOW ]  ISRO Space Applications Centre  Β·  Research Intern  Β·  Ahmedabad
                  β”œβ”€ Semantic communication system for satellite imagery  (ViT + YOLO)
                  β”œβ”€ Scaled model to 70M params, 512Γ—512 resolution, JSCC pipeline
                  └─ Deployed on FPGA & Jetson boards for real-time, low-latency inference

[2024-05 β†’ AUG ]  ABB  Β·  Research Intern  Β·  Bengaluru
                  β”œβ”€ Federated learning framework (TensorFlow) for IoT predictive maintenance
                  β”œβ”€ 20% ↓ equipment failures  Β·  15% ↑ anomaly detection accuracy
                  └─ Differential privacy across decentralized industrial sensor networks

[2024-05 β†’ JUN ]  Indian Institute of Management  Β·  Summer Program in Management  Β·  Udaipur

# β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
# β”‚  skill_proficiency.py  Β·  self-assessed  Β·  β–ˆ = 1 unit              β”‚
# β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

PROFICIENCY = {

    #  Languages              β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘  Level
    #  ───────────────────────────────────────────────────────
    "Python"       :  { "bar": "β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘",  "level": "Advanced"     },
    "C++"          :  { "bar": "β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘",  "level": "Proficient"   },
    "Julia"        :  { "bar": "β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘",  "level": "Proficient"   },
    "JavaScript"   :  { "bar": "β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘",  "level": "Intermediate" },

    #  AI / ML & Vision
    #  ───────────────────────────────────────────────────────
    "PyTorch"      :  { "bar": "β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘",  "level": "Advanced"     },
    "TensorFlow"   :  { "bar": "β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘",  "level": "Advanced"     },
    "scikit-learn" :  { "bar": "β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘",  "level": "Advanced"     },
    "HuggingFace"  :  { "bar": "β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘",  "level": "Proficient"   },
    "OpenCV"       :  { "bar": "β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘",  "level": "Proficient"   },

    #  Edge & Infrastructure
    #  ───────────────────────────────────────────────────────
    "Docker"       :  { "bar": "β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘",  "level": "Advanced"     },
    "DeepStream"   :  { "bar": "β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘",  "level": "Proficient"   },
    "Kubernetes"   :  { "bar": "β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘",  "level": "Proficient"   },
    "AWS / GCP"    :  { "bar": "β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘",  "level": "Intermediate" },
    "FPGA / Jetson":  { "bar": "β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘",  "level": "Intermediate" },
}

# β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
# β”‚  projects.log  Β·  things I've actually built                         β”‚
# β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

$ git log --oneline ~/projects/

f1re5tr  (DeepStream Β· YOLO11 Β· TensorRT Β· K8s)     FireStream                        [ONGOING]
         └─ Edge-AI fire detection on Jetson Orin AGX β€” event-driven RTSP, multi-camera

5em4n71  (ViT Β· TensorFlow Β· FPGA Β· JSCC)           Semantic Comms @ ISRO             [Nov 2025]
         └─ 70M-param ViT+CNN for satellite imagery β€” channel simulation, AWGN/Rayleigh

b10ckch  (Solidity Β· Ethereum Β· Truffle Β· Ganache)   Blockchain-FL Authentication      [Jan 2025]
         └─ Smart contracts for decentralized trust in federated learning across finance

c0v1d19  (Julia Β· SciML Β· Docker)                   COVID-19 SciML Forecasting         [May 2024]
         └─ Physics-informed NN with SIR/SEIR equations β€” 85% infection rate accuracy

# β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
# β”‚  achievements.log                                                    β”‚
# β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

$ cat achievements.log

  β˜…  Dean's Excellence Award     Β·  Manipal Uni Β·  5 consecutive semesters (3 β†’ 7)
  *  President's Award for Research . Manipal Uni . Top 1 % of the students
  β—†  Smart India Hackathon        Β·  Selected for Nationals  Β·  Top 2 rounds from 250+ teams
  β—†  MUJ HackX 2.0               Β·  Semi-Finalist  Β·  Top 10%  Β·  250+ teams
  β—†  MUJ Model United Nations    Β·  1st Runners-Up  Β·  Debate & Negotiation

Β 

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