Software Engineer building enterprise backend microservices and AI
orchestration layers — OCR pipelines, LLM agents, and predictive
dashboards wired into ERP workflows that handle real business complexity.
Started in design, moved through full-stack, and grew into AI/ML and
systems architecture. That path taught me to think about systems from
the user's side before writing a line of code.
11 roles · design → full-stack → AI/ML → systems · 2021 → present
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Software Engineer · ZenMinds Technologies Hyderabad · Jan 2026 → now Scalable backend microservices & REST APIs for enterprise ERP (inventory, manufacturing, finance). 30% latency cut via Redis caching and query optimization; OCR document pipelines, AI-orchestration layers, and LLM-agent dashboards wired into ERP workflows.
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Research Intern · IIT Hyderabad Remote · Jan 2025 → now Federated & Class-Incremental Learning for privacy-preserving, scalable continual model improvement. Surveying 186+ FCL papers across 8 paradigms; proposing a six-dimensional setup taxonomy and a dual-axis Paradigm-Setup matrix.
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AI Engineer Intern · Mondee Hyderabad · Apr → Oct 2025 Designed & optimized GenAI prompt pipelines for Aarna, Mondee's AI travel platform serving 1K+ daily users on AWS. Built an agentic RAG workflow (LangGraph + LangChain + custom ML) that lifted query relevance 25%, with distributed tracing via Langfuse + OpenTelemetry.
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Software Developer Intern · DigiQuanta Hyderabad · Jan → Mar 2025 Built a RAG-based medical assistant over 5K+ healthcare records, cutting diagnostic query latency 45% via optimized chunking and re-ranking. Added a voice-enabled multilingual diagnostic tool with sub-3s responses.
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Junior Researcher · IIT (BHU) Varanasi Varanasi · Jun → Jul 2024 Cuffless blood-pressure estimation from ECG & PPG signals using signal-to-image conversion with bispectrum/bicoherence features and a SWIN Transformer backbone. Validated against AAMI/BHS standards; published at IEEE.
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SDE Intern · Growth Ventures Bengaluru · Remote · Feb → May 2024 Built features and improved functionality across the digital services platform; designed technical solutions for client growth and ran rigorous QA, lifting user satisfaction 25%.
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Machine Learning Intern · Growth Ventures Remote · Dec 2023 → Feb 2024 Developed, optimized & evaluated ML models for business-intelligence applications — preprocessing, feature engineering, model selection, and hyperparameter tuning.
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Full Stack Developer · Startuply Remote · Aug 2023 → now End-to-end interactive web apps with full frontend + backend ownership; third-party API integration, RESTful services, and production deployment + database operations.
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Application Developer Intern · RedeFin Capital Remote · May → Sep 2023 Designed wireframes & interactive prototypes for fintech products; defined and optimized user flows, navigation, and interaction models with the product team.
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UI/UX Designer · Nirji Ventures Singapore · Remote · Feb → Jun 2023 Translated stakeholder requirements into design specs; produced wireframes, prototypes, and hi-fi designs across web & mobile, iterating on user feedback and usability testing.
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Product Designer · Youngify Bengaluru · Sep → Nov 2021 UI/UX designs, wireframes & prototypes for early-stage product conceptualization; built user flows, design documentation, and visual identity for launch.
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◢ building › ERP microservices + AI orchestration · ZenMinds |
◤ researching › Federated Continual Learning · IIT-H |
◥ exploring › distributed AI pipeline design |
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IEEE Cuffless BP Estimation · SWIN Transformers · IIT BHU · 2024
PATENT Automated Waste Segregation · IN 202441064693 · GRANTED
SURVEY Federated Continual Learning · 186 papers · under review
HACKS 5x winner · SIH 2023 Grand Finalist · SIH 2022 Runner-up
▸ click any entry to expand
$ cat achievements.log 5x hackathon winner
[2023-12] GRAND FINALIST Smart India Hackathon 2023 · 15th / 100+ teams
[2022-11] 2ND PLACE Smart India Hackathon 2022 · AI smart bin
[2022-03] ROOKIE AWARD Hackhub 2022 · Smart Attendance System
[2021] 1ST PRIZE IoT Hackathon · automated waste management
[2019] 1ST PRIZE Smart India Hackathon 2019 · garbage mgmt
$ cat publications.bib
@inproceedings{mishra2024swin,
title = {Cuffless Blood Pressure Estimation using SWIN Transformers},
author = {Mishra, Manu},
booktitle = {IEEE Conference Proceedings},
year = {2024},
lab = {IIT BHU, Varanasi},
url = {https://ieeexplore.ieee.org/document/10958421}
}
@article{mishra2025fcl,
title = {Federated Continual Learning: A Comprehensive Survey},
author = {Mishra, Manu},
journal = {Under Review},
year = {2025},
lab = {IIT Hyderabad},
note = {186 FCL papers · 8 CL paradigms · novel six-dimensional taxonomy}
}
@patent{mishra2024waste,
title = {A System and Method for Automated Waste Segregation},
number = {Indian Patent: 202441064693},
author = {Mishra, Manu},
year = {2024},
status = {GRANTED}
}$ cat certifications.txt · education.conf
EDUCATION
Vellore Institute of Technology, Chennai
B.Tech — Computer Science & Engineering · CGPA 8.20 · 2021–2025
Leads: REVA Special Team · HumanoidX · VITrendZ · Webster's
CERTIFICATIONS
· Machine Learning Pipelines with Azure ML Studio Coursera
· Google Cloud Digital Leader Training Coursera
· Professional Cloud Security Engineer Coursera
· AWS Academy Cloud Foundations Coursera
· No-code Responsive Website with Webflow Coursera
