# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
# β jeevant_singh.py Β· AI / ML Engineer Β· India β
# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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₯ζ¬θͺ (Japanese) π―π΅", "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."# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
# β experience.log Β· where I've shipped real work β
# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
$ cat experience.log
[2025-06 β NOW ] ISRO Space Applications Centre Β· Research Intern Β· Ahmedabad
ββ Semantic communication system for satellite imagery (ViT + YOLO)
ββ Scaled model to 70M params, 512Γ512 resolution, JSCC pipeline
ββ Deployed on FPGA & Jetson boards for real-time, low-latency inference
[2024-05 β AUG ] ABB Β· Research Intern Β· Bengaluru
ββ Federated learning framework (TensorFlow) for IoT predictive maintenance
ββ 20% β equipment failures Β· 15% β anomaly detection accuracy
ββ Differential privacy across decentralized industrial sensor networks
[2024-05 β JUN ] Indian Institute of Management Β· Summer Program in Management Β· Udaipur# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
# β skill_proficiency.py Β· self-assessed Β· β = 1 unit β
# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
PROFICIENCY = {
# Languages ββββββββββββββββββββ Level
# βββββββββββββββββββββββββββββββββββββββββββββββββββββββ
"Python" : { "bar": "ββββββββββββββββββββ", "level": "Advanced" },
"C++" : { "bar": "ββββββββββββββββββββ", "level": "Proficient" },
"Julia" : { "bar": "ββββββββββββββββββββ", "level": "Proficient" },
"JavaScript" : { "bar": "ββββββββββββββββββββ", "level": "Intermediate" },
# AI / ML & Vision
# βββββββββββββββββββββββββββββββββββββββββββββββββββββββ
"PyTorch" : { "bar": "ββββββββββββββββββββ", "level": "Advanced" },
"TensorFlow" : { "bar": "ββββββββββββββββββββ", "level": "Advanced" },
"scikit-learn" : { "bar": "ββββββββββββββββββββ", "level": "Advanced" },
"HuggingFace" : { "bar": "ββββββββββββββββββββ", "level": "Proficient" },
"OpenCV" : { "bar": "ββββββββββββββββββββ", "level": "Proficient" },
# Edge & Infrastructure
# βββββββββββββββββββββββββββββββββββββββββββββββββββββββ
"Docker" : { "bar": "ββββββββββββββββββββ", "level": "Advanced" },
"DeepStream" : { "bar": "ββββββββββββββββββββ", "level": "Proficient" },
"Kubernetes" : { "bar": "ββββββββββββββββββββ", "level": "Proficient" },
"AWS / GCP" : { "bar": "ββββββββββββββββββββ", "level": "Intermediate" },
"FPGA / Jetson": { "bar": "ββββββββββββββββββββ", "level": "Intermediate" },
}# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
# β projects.log Β· things I've actually built β
# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
$ git log --oneline ~/projects/
f1re5tr (DeepStream Β· YOLO11 Β· TensorRT Β· K8s) FireStream [ONGOING]
ββ 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]
ββ 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]
ββ Smart contracts for decentralized trust in federated learning across finance
c0v1d19 (Julia Β· SciML Β· Docker) COVID-19 SciML Forecasting [May 2024]
ββ Physics-informed NN with SIR/SEIR equations β 85% infection rate accuracy# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
# β achievements.log β
# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
$ 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




