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PRIYANSHU TIWARI

ML Engineer•Open Source Developer•Researcher

System initialized

Priyanshu
Tiwari

Google Summer of Code
Mifos Initiative
C4GT
DRDO
Machine Learning Engineer

Building next-generation AI solutions blending innovative research with practical implementations. Focused on Medical Imaging, Electrical Systems, and Advanced Machine Learning architectures.

Priyanshu Tiwari
STATUS: ONLINE
NEURAL_LINK: ACTIVE
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3+
Years Experience
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Architecting Intelligence
for the Future.

Machine Learning Engineer, AI Researcher, and Google Summer of Code Contributor (2025) & Mentor (2026) with expertise in designing and deploying production-grade AI systems. Passionate about bridging cutting-edge research with real-world applications, I specialize in Large Language Models (LLMs), Generative AI, Knowledge Graphs, Computer Vision, and Machine Learning. My research and engineering work spans diverse domains, including Healthcare, Finance, Medical Imaging, Electrical Systems, Biotechnology, and Mechanical Engineering, with a focus on building scalable, intelligent solutions that solve real-world challenges and create measurable impact through AI.

200+
Open Source Projects
AI & ML solutions developed
10+
Research Projects
Colaborated across multiple fields
18+
Publications
Research papers published
3+
Research Positions
DRDO, UBC, McGill, Western Univ
126+
Certifications
Technical & Non-Technical
Neural Pathway Active

Professional Evolution

Genie AI

Lead Machine Learning Engineer

Genie AI

Dec 2025 – Present
Knowledge GraphsAvatar FXLLMsPython
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Google Summer of Code

GSoC 2026 Mentor

Google Summer of Code

Feb 2026 – Present
MentorshipTransformersFinancial AINeuroinformatics
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MobileByteSensei

AI Developer

MobileByteSensei

Aug 2025 – Dec 2025
Data ScrapingPredictive ModelingBrowser Extensions
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INCF

GSoC 2025 Contributor

INCF

May 2025 – Sep 2025
Generative AIPyTorchAudio Processing
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Mifos Initiative

Mifos Summer of Code (MSoC) 2025 Contributor

Mifos Initiative

May 2025 – Present
Open SourceFinancial AIRecommendation Models
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DRDO – Microwave Tube Research & Development Centre (MTRDC)

Research Trainee

DRDO – Microwave Tube Research & Development Centre (MTRDC)

Nov 2024 – Dec 2024
Machine LearningFNNSignal Processing
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Unboxing Community

Machine Learning Researcher

Unboxing Community

Sep 2024 – Nov 2024
Deep LearningCollaborative FilteringRecommender Systems
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DRDO - CAIR

Research Trainee - NLP & Transformers

DRDO - CAIR

Jan 2024 – Mar 2024
TransformersNLPPyTorchLLMs
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Published Work

Selected Publications

Click any journal cover to open the manuscript and access the official publication on IEEE or Springer.
IEEE Journal
Vol. 2026

NUA-FedBeam: Noisy-Uplink-Aware Federated Downlink Beamforming for Distributed MIMO

IEEE Transactions on Wireless Communications
MIMOFederated Learning

NUA-FedBeam: Noisy-Uplink-Aware Federated Downlink Beamforming for Distributed MIMO

Abstract

"A novel federated downlink beamforming approach designed to mitigate noisy uplink environments in distributed MIMO networks."

IEEE Journal
Vol. 2026

Digital Twin-Assisted Belief-State Reinforcement Learning for Latency-Robust ISAC in 6G Networks

IEEE Journal on Selected Areas in Communications
6GDigital Twin

Digital Twin-Assisted Belief-State Reinforcement Learning for Latency-Robust ISAC in 6G Networks

Abstract

"Utilizing belief-state reinforcement learning via digital twins to ensure latency robustness in integrated sensing and communication networks."

IEEE Journal
Vol. 2026

Building a Multilingual, Voice-First Banking Assistant: Architecture and Implementation for the Mifos Ecosystem

IEEE International Conference on AI & FinTech
Banking AssistantVoice AI

Building a Multilingual, Voice-First Banking Assistant: Architecture and Implementation for the Mifos Ecosystem

Abstract

"Architectural implementation of a voice-first multilingual assistant tailored specifically for the open-source Mifos banking ecosystem."

IEEE Journal
Vol. 2025

Machine Learning-Augmented Segment Routing over IPv6 for QoS-Aware 5G Transport Networks

IEEE Transactions on Network and Service Management
IPv65G Networks

Machine Learning-Augmented Segment Routing over IPv6 for QoS-Aware 5G Transport Networks

Abstract

"Enhancing Quality of Service in 5G transport networks by augmenting segment routing over IPv6 with ML models."

E3S Journal
Vol. 2026

Towards Precision Agriculture: A Real-Time Soil Fertility Monitoring System Using IoT and Deep Learning

E3S Web of Conferences
Precision AgricultureIoT

Towards Precision Agriculture: A Real-Time Soil Fertility Monitoring System Using IoT and Deep Learning

Abstract

"A combined IoT and deep learning framework enabling real-time, highly accurate soil fertility monitoring."

IEEE Journal
Vol. 2025

Predicting Enzyme Property Alterations: A Machine Learning Approach to Analyzing Single Mutations

IEEE/ACM Transactions on Computational Biology and Bioinformatics
Computational BiologyMachine Learning

Predicting Enzyme Property Alterations: A Machine Learning Approach to Analyzing Single Mutations

Abstract

"A robust ML methodology for predicting how single mutations dynamically alter crucial enzyme properties."

IEEE Journal
Vol. 2025

Optimizing FAANG Stock Forecasting — The Power of Feature Engineering and LSTM in Financial Analysis

IEEE 5th International Conference on AI and Data Engineering
LSTMFinancial ML

Optimizing FAANG Stock Forecasting — The Power of Feature Engineering and LSTM in Financial Analysis

Abstract

"Deep analysis of LSTM performance applied to FAANG stock forecasting through rigorous feature engineering."

IEEE Journal
Vol. 2025

Enhancing Fare Prediction Accuracy in Ride-Hailing Through Neural Networks and Data Simulation

IEEE 5th International Conference on AI and Data Engineering
Neural NetworksData Simulation

Enhancing Fare Prediction Accuracy in Ride-Hailing Through Neural Networks and Data Simulation

Abstract

"Improving ride-hailing fare models using neural network architectures combined with massive data simulation techniques."

IEEE Journal
Vol. 2025

Prediction of Traveling Ka Band Wave Tube Amplifier Characteristics Using FNN

International Conference on Knowledge Engineering (ICKECS)
FNNKa Band

Prediction of Traveling Ka Band Wave Tube Amplifier Characteristics Using FNN

Abstract

"Predicting operational characteristics of Ka Band Wave Tube Amplifiers using feedforward neural networks."

Springer Journal
Vol. 2024

GIS-Based Urban Traffic Simulation Using Mesa Framework

Springer 2nd International Conference on Computing Science and AI
GISTraffic Simulation

GIS-Based Urban Traffic Simulation Using Mesa Framework

Abstract

"Simulating complex urban traffic flows leveraging the Mesa framework overlaid on GIS data."

Springer Journal
Vol. 2024

Dynamic Stability Classification in Smart Grids Using Feedforward Neural Networks

Springer IEI Journal (Q3) - International Conference on Sustainable Technology
Smart GridsFNN

Dynamic Stability Classification in Smart Grids Using Feedforward Neural Networks

Abstract

"Classifying and maintaining dynamic stability in modern smart grids using highly optimized FNNs."

System Architecture

Engineered Solutions

Interact with the control panel to view architecture details and live previews of my deployed models and platforms.

Harmony Hub: Adaptive Music Generator

Bank-Statement Analysis Agent

Quant Stock Strategy System

CBCT 3D Visualization

Plant Disease CNN Detection

AI in Friction Stir Welding

Hedging Financial Derivatives

Transformer Text Summarization

HF Amplifier Optimization

Bone Loss Detection

Combinational Health Model

GIS Urban Traffic Simulation

root@hologram: ~/harmony-hub:-adaptive-music-generator

Harmony Hub: Adaptive Music Generator

GSOC 2025 project developing an AI-powered platform for generating personalized music exercises with Transformers.

TransformersGenerative AIPyTorch
Harmony Hub: Adaptive Music Generator

Bank-Statement Analysis Agent

Mifos Summer of Code 2025 project integrating ML and NLP for real-time financial insights and budgeting strategies.

Financial AINLP
Bank-Statement Analysis Agent

Quant Stock Strategy System

Predictive trading strategies and portfolio optimization combining technical indicators, sentiment analysis, and LSTMs.

Deep LearningFinBERT
Quant Stock Strategy System

CBCT 3D Visualization

Advanced visualization tool for Cone Beam Computed Tomography dental scans with 3D mesh rendering.

Medical ImagingPython
CBCT 3D Visualization

Plant Disease CNN Detection

PhD thesis collaboration identifying plant diseases from leaf images using computer vision and Keras.

CNNAgriculture AI
Plant Disease CNN Detection

AI in Friction Stir Welding

Utilized an Artificial Neural Network (ANN) model to predict laboratory test outcomes with an accuracy of 88%.

ANNMaterial Science
AI in Friction Stir Welding

Hedging Financial Derivatives

Open Source project with 200+ implementations based on machine learning and deep learning in financial analytics.

Financial MLStock Prediction
Hedging Financial Derivatives

Transformer Text Summarization

Research project at DRDO-CAIR focusing on abstractive text summarization of news articles using transformer architectures.

NLPTransformers
Transformer Text Summarization

HF Amplifier Optimization

Research project at DRDO-MTRDC enhancing high-frequency amplifiers by integrating Deep Learning.

Deep LearningFNN
HF Amplifier Optimization

Bone Loss Detection

Research project with Krishnadevaraya College to detect bone loss in dental X-rays using deep learning.

Medical AIComputer Vision
Bone Loss Detection

Combinational Health Model

Multi-disease prediction model developed that combines multiple biomarkers for comprehensive health assessment.

Machine LearningHealthcare
Combinational Health Model

GIS Urban Traffic Simulation

Simulated urban traffic congestion using the Mesa agent-based modeling framework and OSMnx for road networks.

Agent-based ModelingGIS
GIS Urban Traffic Simulation
Milestones

Rewards & Honours

A gallery of recognitions, best paper awards, and defining moments throughout my research and professional journey.

Bharat Fintech Summit 2026

Bharat Fintech Summit 2026

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Meeting Prof. C. N. R. Rao

Meeting Prof. C. N. R. Rao

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5,000 LinkedIn Followers

5,000 LinkedIn Followers

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Appreciation from KCDSH

Appreciation from KCDSH

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Successful CNN Model Deployment

Successful CNN Model Deployment

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Best Research Award - ICISPES 2025

Best Research Award - ICISPES 2025

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Best Paper Award - IC3DCM 2026

Best Paper Award - IC3DCM 2026

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Winter of Inter Department

Winter of Inter Department

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Academic Award

Academic Award

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winner of Honneywell State Level

winner of Honneywell State Level

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DRDO Research Paper presentation

DRDO Research Paper presentation

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winner of Hackons

winner of Hackons

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2nd Mifos paper

2nd Mifos paper

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Repersented INCF and Mifos at Pycon 2025

Repersented INCF and Mifos at Pycon 2025

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Verified Credentials

Achievement Vault

research2024-03-01

DRDO Research Trainee Certificate

DRDO - MTRDC

industry2024-02-01

Machine Learning Researcher Certificate

Unboxing Community

research2024-01-15

Transformer-Based Text Summarization

DRDO - CAIR

open-source2024-03-15

Girl Script Summer of Code 2024 - Top Performer

Girl Script Foundation

ID: GSSoC2024_OST100C_403EF768
conference2025-02-01

Optimizing FAANG Stock Forecasting

IEEE 5th Int. Conference

conference2025-02-01

Enhancing Fare Prediction Accuracy

IEEE 5th Int. Conference

conference2025-01-01

CSEAI24 Conference Participation

California State University

hackathon2024-12-01

Finalist of Neural Nexus Hackathon

Unstop

ID: 0d8ac775-3546-466e-911a-787755816f75
conference2024-12-01

AI in Reshaping Business Landscape

REVA University

hackathon2024-11-01

Argonyx'24 Hackathon Participant

RV University

industry2024-10-01

TensorFlow Developer Certificate

TFUG

course2024-07-01

Postman API Fundamentals Student Expert

Postman

course2023-10-01

Deep Learning and Neural Networks

LinkedIn

course2024-05-01

Learning Relational Databases

LinkedIn

course2024-03-01

Foundations of Cybersecurity

Google

course2024-04-01

Cloud-Based ML on Azure

LinkedIn

course2024-04-01

Build a Neural Network with PyTorch Lightning

LinkedIn

course2024-06-01

Problem Solving (Intermediate)

HackerRank

course2024-04-01

Hands-on with GANs Using Dense Neural Network

LinkedIn

course2024-04-01

Hands-on with GANs with Deep Convolutional Networks

LinkedIn

course2024-04-01

AI Foundations: Neural Networks

LinkedIn

course2024-04-01

Deep Learning: Getting Started

LinkedIn

course2024-04-01

Deep Learning Model Optimization

LinkedIn

course2024-04-01

Intro to Generative Adversarial Networks

LinkedIn

course2024-04-01

Learning AI with GitHub Copilot

LinkedIn

course2024-04-01

Recurrent Neural Networks

LinkedIn

course2024-04-01

Training Neural Networks in Python

LinkedIn

hackathon2025-04-01

25k Wins the Honeywell Hackathon

JSS Academy

ID: Team Bramhastra
hackathon2024-10-01

1st Prize at Hackons Hackathon

Jain University

ID: 1st Prize (₹10,000)
hackathon2024-09-01

Smart India Hackathon

Smart India Hackathon

hackathon2024-09-01

National Seminar on 57th Engineers Day

Institute of Engineers (India)

hackathon2024-03-01

Appreciation Letters for Dental Projects

Department of MCA

hackathon2024-02-01

Appreciation Letter for ANN Projects

Department of MCA

hackathon2024-08-01

CNN Bone Loss Detection Project

KCDS

Communication Hub

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Open to collaboration on AI research, machine learning engineering, and open-source innovations.

P
Priyanshu Tiwari
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