Aditya Seth - a software engineer from Kolkata, based in Pune, and a Software Engineer II (Data & AI) at IBM.Full bio
I’m a Software Engineer II in IBM’s Data & AI organization under the
CIO function, working across the full lifecycle - backend and frontend components,
production engineering, CI/CD, and automated testing. Before IBM, I led software,
strategy, and AI initiatives at Techno India Group and built real-time ML systems as a
Research Engineer at IIT Roorkee, and I’m pursuing my MTech at Techno India University.
My journey spans competitive programming (Knight @ LeetCode), distributed
infrastructure, and ML/AI systems - certified in Google ACE, Microsoft Azure, and
Oracle Cloud. What excites me most is turning theory into scalable, secure systems
that make an impact.
Beyond code, I thrive in building communities. As a Gold Microsoft Learn Student Ambassador,
former GDG On-Campus Lead, and through my work at Techno India Group, I’ve
mentored 5,350+ students - and I still co-organize Postman Community Kolkata and
volunteer with GDG Cloud Kolkata and ML Kolkata. I'm passionate about democratizing
tech education and empowering the next generation of engineers.
Let’s connect if you’re passionate about tech, big ideas, or just great coffee
Students Mentored
Years of Experience
LeetCode (Knight)
Certifications
GenAI, RAG pipelines, AgentHosp (16 AI agents), YOLOv8, PyTorch, Ollama - building production AI systems end-to-end.
Google Associate Cloud Engineer, Microsoft Azure, and Oracle Cloud certified. Architected multi-cloud production infrastructure.
Python/FastAPI, NestJS, Spring Boot, gRPC, REST. Designed and shipped distributed, high-throughput backend systems.
Kubernetes, Kafka, Terraform, Helm, Istio, Docker - orchestrating large-scale infrastructure for enterprise and research platforms.
LeetCode Knight (top 2.62%, rank ~16K out of 645K+), 5★ CodeChef, GATE 2026 DS&AI AIR 7,526.
Former Research Engineer at iHUB DivyaSampark, IIT Roorkee (2025 - 26): CognEn real-time cognitive engagement system and RAG-based reasoning engines.
Gold Microsoft Learn Student Ambassador (top 5% globally), former GDG On-Campus Lead - mentored 2,800+ students.
Speaker and host at national-level technical workshops, hackathons, and conferences as Gold MLSA and GDG On-Campus Lead Organizer.
Formerly Software, Strategy & AI Initiatives Lead at Techno India Group. Built EduCRM - managing 25,000+ students end-to-end.
Awarded a merit-based scholarship upon recommendation from senior university
leadership, including the Executive Director, Techno India Group and Vice
Chancellor, Techno India University. Alongside academics, I've been working
professionally during the program - bringing real-world context into coursework and
research, resulting in a practical, time-bound, and outcome-oriented learning
approach.
The grind doesn't stop; it evolves.
Served as Technical Lead of IIC-TMSL (entrepreneurship cell) and Eclectica Literary
Club, I architected 15+ tech initiatives while managing cross-functional teams. As
GDG On-Campus TMSL Lead (previously GDSC), I scaled the developer community to 1950+
members through hands-on workshops on Cloud, AI and DevOps. Led CurBrain, the
institute’s official competitive coding hub, hosting 8 hackathons with 300+
participants. Concurrently maintained campus discipline as Anti-Ragging Squad Lead,
demonstrating dual expertise in technical leadership and operational governance.From
hackathons to campus initiatives, I've learned that real innovation happens when
technology meets human impact - a lesson I carry into every line of code I
write.
Allons-y!
That quiet library period spent teaching myself Python from MIT OCW? It sparked everything. My 93.4% in PCMB wasn’t just grades – it was the discipline that now lets me thrive in both LeetCode contests and system design reviews.
Turns out, winning art competitions trained my eye for detail – now I spot edge cases in code as instinctively as I once mixed paints. My 93.8% and medals were early signs: I’m wired to build, whether it’s canvases or cloud architectures.
Led architecture and deployment of high-availability, load-balanced platforms serving 15k+ concurrent users, drove cloud adoption across programs aligned with enterprise Google AI and cloud standards, and mentored 1,800+ students.
Engineered CognEn, a dual-tier real-time cognitive engagement system (F1 ≈ 0.97, sub-millisecond p95 inference), plus RAG-based reasoning engines that turn brain-signal interpretation into deployable ML/DL.
Shipped fault-tolerant GKE microservices for real-time AI APIs (99.9% uptime, 10k+ weekly users) and GitHub Actions + Kubernetes rollout pipelines that cut build times by 35%.
Designed Spring Boot microservices on Azure Kubernetes Service (AKS), built Jenkins and GitLab CI workflows, and sped up PostgreSQL by 20% through query tuning.
Delivered cloud-native solutions for global clients via Upwork and Toptal - full-stack apps (Next.js, Spring Boot, FastAPI), Kubernetes microservices, and Terraform-driven CI/CD with Prometheus and ELK observability.
As Co-Organizer of Postman Community Kolkata, I build collaborative developer ecosystems through impactful API workshops and community-driven learning initiatives.
Actively contributed to organizing large-scale offline technology events that brought together over 6,000+ developers and tech enthusiasts. Facilitated hands-on workshops on Google Cloud architecture, serverless computing, and enterprise API management to foster local cloud adoption.
Spearheaded high-impact Generative AI and Machine Learning bootcamps, successfully engaging a network of 400+ developers. Focused on practical implementations of Deep Learning, LLM orchestration, and scalable deployment pipelines using TensorFlow and ONNX.
Coordinated foundational cloud-native meetups and workshops, engaging over 100+ developers in the local ecosystem. Advocated for Kubernetes best practices, microservice architectures, and active open-source contribution to CNCF sandbox projects.
Learn Student Ambassadors are a global group of campus leaders who are eager to help fellow students, create robust tech communities and develop technical & career skills for the future.
From DevOps Member to Lead Organizer at GDG On-Campus TMSL, I've spearheaded Google Cloud Study Jams and earned my ACE certification while mentoring teams. I led multiple hybrid projects, combining technical cloud expertise with hands-on community leadership to drive impactful Ed-Tech initiatives.
Served as the primary liaison between GeeksforGeeks and the campus developer ecosystem, organizing algorithmic coding contests and technical seminars. Fostered a culture of competitive programming, dramatically improving peer engagement in data structures and system design.
CognEn
Real-Time Cognitive Engagement AnalyticsArchitected a dual-tier engagement analyzer: browser pipeline (YOLOv8-nano ONNX + MediaPipe) and FastAPI GPU server (YOLOv8-m/s/pose ensemble). 5 novel algorithms - Context-Gate, ConfusionPenaltyLoss, AR(1) fusion - achieve 86.5% accuracy.
Python, FastAPI, Next.js, YOLOv8, ONNX
AICC-SOF
AI-Powered Call Center PlatformEngineered a self-hosted AI call center (Asterisk + SIP) running ~540ms STT→LLM→TTS on Mac Mini M4 at under ₹1/min via SIP. 7-state admission machine, XGBoost lead-scoring, 14 Prometheus metrics, 7-job CI pipeline.
Python, FastAPI, XGBoost, Ollama, Asterisk
AgentHosp
Autonomous Multi-Agent Clinical PipelineDesigned a 40-step hospital simulation orchestrating 16 AI agents across triage, ML differential diagnosis, pharmacy, and FHIR R4 export. FastAPI backend with 45+ endpoints, calibrated on 42,989 real prescriptions.
Python, FastAPI, ChromaDB, Ollama, XGBoost
ShieldK8s
Kubernetes Security DashboardA privacy-first, local-only security dashboard designed for real-time monitoring of Kubernetes clusters. Powered by eBPF and Cilium, it ensures all security metrics and data remain strictly within your infrastructure. It provides deep visibility into network flows.
NextJs, TypeScript, Kubernetes, eBPF, Cillium
WorkX
Freelancer Job PortalWorkX is a full-stack job platform for freelancers and businesses, built with Django and React, integrating Google Firebase, JWT, DRF APIs, Elasticsearch for advanced search, PostgreSQL for data storage, and AWS for scalable deployment.
React, Django, PostgreSQL, AWS
Audio-SpectraCLI
Real-time FFT Spectrum ViewerAudioSpectraCLI offers real-time FFT visualization of audio input, with customizable parameters (duration, sampling rate, block size, and frequency range). It features PyQt5 modules, Gaussian filtering, and a dynamic user-controlled interface.
Python, PyQt5, NumPy, FFT
PymPay
Online Banking SoftwarePymPay is a web-based application that allows users to perform various banking operations such as deposit, withdraw, transfer, and check balance. The application has separate access for admin, client, and staff roles with real-time database updation.
JavaScript, PHP
Microsoft Aurora
Website for Microsoft LSA eventI led and collaborated with a team of 2 developers and built this website for the upcoming Microsoft event scheduled to be held in Kolkata, West Bengal. It is a dynamic webpage and Townscript API built into it for the online paid registrations.
HTML, CSS, Js
Envisage TMSL
Dynamic Event Website for 2023-24Envisage is the official E-Summit of Techno Main Salt Lake. It was the platform for budding entrepreneurs to showcase the power of their ideas and to be appreciated and mentored by the best in the fields. I was the Project Leader here, leading a team of 6 students.
Next Js, Tailwind CSS
IIC Website
Official Website v2.1It is the official website of IIC TMSL, the official e-cell by the Ministry of Human Resource Development (MHRD), Govt. of India, for fostering higher academic and entrepreneurial knowledge. Features include: Dark Mode, Dynamic Webpages, and more.
Website - Next Js, Tailwind CSS
2048 Game
Project for Google HackathonThis was an app building hackathon organised by GDSC TMSL. I participated in it and built the 2048 game which is quite popular. I participated in the Hackathon under the name of "Abstract-Connoisseurs", since we were instructed to pick unique names.
Android - Kotlin
Twitter Master-Bot
Project for Google DG CCD Hackathon 2022Twitter-Bot is an automation bot using built using Tweepy. This replaces the use of Twitter API as it is costly and takes much time to get access to. You can use it to post tweets, retweet based on hashtags and like tweets on the homepage or like tweets based on hashtags.
PythonAditya Seth is an Indian software engineer from Kolkata, now based in Pune. He works as a Software Engineer II (Data & AI) at IBM, in the Data & AI organization under the CIO function. He was previously Software, Strategy & AI Initiatives Lead at Techno India Group and a Research Engineer at iHUB DivyaSampark, IIT Roorkee. He holds 8 cloud certifications across Google Cloud, Microsoft Azure, and Oracle Cloud, is a Knight on LeetCode (top 2.6% globally), a Chancellor's Gold Medalist, a Gold Microsoft Learn Student Ambassador (top 5% globally), and the former Lead Organizer of GDG On-Campus Techno Main Salt Lake, and has mentored 5,350+ students. He is pursuing an MTech in Computer Science and Engineering at Techno India University. Portfolio: adityaseth.in - LinkedIn: linkedin.com/in/adityaseth777
Since October 2026, Aditya Seth has worked as a Software Engineer II (Data & AI) at IBM, in the Data & AI organization under the CIO function, based in Magarpatta City, Pune, India. Before IBM he was Software, Strategy & AI Initiatives Lead at Techno India Group (Aug 2025 - Oct 2026) and a Research Engineer at iHUB DivyaSampark, IIT Roorkee (Oct 2025 - Oct 2026).
As a Software Engineer II in IBM's Data & AI organization (CIO function), Aditya works across the full software development lifecycle: designing and building backend and frontend components for enterprise requirements, investigating complex production issues with root cause analysis and permanent code-level fixes, contributing to CI/CD pipelines for automated build, test, integration, and deployment, writing unit tests to meet integration and delivery standards, and working in Agile teams to turn stakeholder requirements into production-ready solutions.
Aditya Seth is from Kolkata, West Bengal, and is currently based in Magarpatta City, Pune, Maharashtra, India, where he works at IBM.
From August 2025 to October 2026, Aditya Seth was Software, Strategy & AI Initiatives Lead at Techno India Group. He led the architecture and deployment of high-availability, load-balanced software platforms serving 15,000+ concurrent users, drove cloud and software infrastructure adoption across programs aligned with enterprise Google AI and cloud standards, built EduCRM to manage 25,000+ students end-to-end, and mentored 1,800+ students.
From October 2025 to October 2026, Aditya Seth was a Research Engineer at iHUB DivyaSampark, IIT Roorkee. He engineered CognEn, a dual-tier real-time cognitive engagement system (F1 approximately 0.97 with sub-millisecond p95 inference), developed RAG-based contextual reasoning engines that integrate IoT sensor signals for real-time user-state modeling, and translated brain-signal and cognitive-load research into deployable ML/DL architectures.
Aditya Seth completed two software engineering internships. At Oriens InfoTech Pvt. Ltd. (remote, Apr 2024 - Jan 2025) he was an SDE Intern in backend and distributed systems, building Spring Boot microservices on Azure Kubernetes Service, Jenkins and GitLab CI workflows, and speeding up PostgreSQL by 20% through query tuning. At Techno Billion AI (Mar 2025 - Sep 2025) he was a SWE Intern in systems and infrastructure, shipping fault-tolerant GKE microservices for real-time AI APIs with 99.9% uptime for 10,000+ weekly users and CI/CD pipelines that cut build times by 35%.
Aditya Seth has worked professionally since April 2024, starting with software engineering internships, moved into full-time work in August 2025, and joined IBM in October 2026. Before that he freelanced remotely for US-based clients from October 2022 to September 2024. The live counter on his portfolio shows his exact years of experience since April 2024.
No. Aditya Seth works full-time as a Software Engineer II at IBM and is not taking freelance or consulting work. He freelanced remotely for US-based clients from October 2022 to September 2024. He remains open to speaking, mentoring, community events, and open-source collaboration - reach him at [email protected].
For speaking, mentoring, community, or open-source collaboration, email [email protected] or connect on LinkedIn at linkedin.com/in/adityaseth777. He works full-time at IBM, so he is not available for freelance, consulting, or contract work.
Aditya Seth is pursuing an MTech in Computer Science and Engineering at Techno India University (Aug 2025 - Jun 2027, expected) on a merit-based scholarship. He earned his BTech (Hons) in Computer Science and Engineering from Techno Main Salt Lake, an institution accredited under the Maulana Abul Kalam Azad University of Technology (MAKAUT), West Bengal (Jul 2021 - Jun 2025). Before that he completed Class XII (PCMB, 93.4%) at Vivekananda Academy and Class X (93.8%) at HM Education Centre, both CBSE schools.
Aditya Seth scored an All India Rank of 7,526 in GATE 2026 in Data Science and Artificial Intelligence (DS&AI), placing him in the top 5% of candidates nationally.
Aditya Seth received the Chancellor's Gold Medal from Techno India Group, holds the Knight rank on LeetCode (peak rating 2001, top 2.6% globally) and a 6-Star badge on HackerRank, scored AIR 7,526 in GATE 2026 DS&AI (top 5% nationally), reached the Gold milestone as a Microsoft Learn Student Ambassador (top 5% globally), and led GDG On-Campus Techno Main Salt Lake to Gold Tier status from Google. He also holds Letters of Recommendation from the Global Program Director of Microsoft Learn Student Ambassadors and the Vice Principal of Techno Main Salt Lake.
Yes. Aditya Seth was awarded the Chancellor's Gold Medal, the highest academic honour conferred by Techno India Group, at the Techno India University Convocation 2024 for outstanding contributions to the Techno Billion AI project. Details: adityaseth.in/medal
Aditya Seth holds 8 cloud and AI certifications: Google Associate Cloud Engineer (ACE); Microsoft Azure Data Scientist Associate (DP-100), Azure Fundamentals (AZ-900), Azure AI Fundamentals (AI-900), and Security, Compliance, and Identity Fundamentals (SC-900); and Oracle Cloud Infrastructure Foundations (1Z0-1085-25), OCI AI Foundations (1Z0-1122-25), and Oracle Data Platform Foundations (1Z0-1195-25).
Yes. Aditya Seth is a certified Google Associate Cloud Engineer (ACE), which he earned while leading Google Cloud Study Jams at GDG On-Campus Techno Main Salt Lake.
Aditya Seth holds the Knight rank on LeetCode with a peak contest rating of 2001, placing him in the top 2.6% globally (Global Rank 16,572 out of 645,998). His profile is at leetcode.com/u/AdityaSethX
Aditya Seth is a Knight on LeetCode (leetcode.com/u/AdityaSethX), holds a 6-Star badge on HackerRank (hackerrank.com/AdityaSeth777), is rated 5-Star on CodeChef, and competes on Codeforces as Aditya4195 (codeforces.com/profile/Aditya4195).
As Lead Organizer of GDG On-Campus Techno Main Salt Lake (Nov 2022 - Jun 2025), Aditya grew the chapter to 1,950+ members and earned Gold Tier status from Google. As a Gold Microsoft Learn Student Ambassador he co-founded Microsoft Aurora Kolkata and mentored 2,800+ students on Azure and core software engineering. In total he has mentored 5,350+ students across MLSA, GDG, and Techno India Group. He also co-organizes Postman Community Kolkata and volunteers with GDG Cloud Kolkata and ML Kolkata.
Aditya Seth has mentored 5,350+ students in total: 2,800+ on Azure and core software engineering as a Gold Microsoft Learn Student Ambassador, 750+ on Google Cloud infrastructure and deployment pipelines as GDG On-Campus Lead, and 1,800+ as part of his role at Techno India Group.
Yes. Aditya Seth has been a Microsoft Learn Student Ambassador since October 2022 and holds the Gold milestone, achieved by the top 5% of ambassadors globally. He co-founded Microsoft Aurora Kolkata, organizing its 2024 edition with 7 industry speakers, and served as Technical Lead of the MLSA Nexus Chapter (Jul 2024 - Oct 2025).
Aditya Seth went from DevOps member to Lead Organizer and DevOps Lead of Google Developer Groups (GDG) On-Campus at Techno Main Salt Lake (Nov 2022 - Jun 2025). He ran Google Cloud Study Jams and DevOps workshops, mentored 750+ students on Google Cloud, grew the chapter to 1,950+ members, and earned Gold Tier status from Google.
Aditya Seth is a co-organizer of Postman Community Kolkata (since Jan 2025), a volunteer with GDG Cloud Kolkata (since May 2023) and ML Kolkata, formerly the TensorFlow User Group Kolkata (since Aug 2023), and a Gold Microsoft Learn Student Ambassador. Previously he was on the core organising team of CNCF Hooghly (Aug 2023 - Apr 2024), Lead Organizer of GDG On-Campus Techno Main Salt Lake (Nov 2022 - Jun 2025), and GeeksforGeeks Campus Representative (Sep 2022 - Oct 2023).
Yes. Aditya Seth publishes open-source projects on GitHub at github.com/AdityaSeth777, including ShieldK8s and WorkX, and published Audio-SpectraCLI, a real-time audio spectrum analyzer, on PyPI. He also volunteers with GDG Cloud Kolkata and ML Kolkata (formerly the TensorFlow User Group Kolkata).
Aditya Seth's major projects include EduCRM, an enterprise SaaS B2B AI platform supporting 30,000+ users; AgentHosp, an autonomous multi-agent clinical pipeline orchestrating 16 AI agents; CognEn, a real-time cognitive engagement analytics system built at IIT Roorkee; ShieldK8s, a Kubernetes-native security framework; and WorkX, a full-stack freelancer-business job portal.
EduCRM is an enterprise SaaS B2B AI platform engineered by Aditya Seth that supports 30,000+ users and manages 25,000+ students end-to-end. Its event-driven architecture handles up to 25,000 concurrent AI conversations at sub-cent cost per minute, using local speech-to-text, LLM, and text-to-speech models, XGBoost lead scoring, and Prometheus and Grafana observability.
AgentHosp is an autonomous multi-agent clinical pipeline built by Aditya Seth: a 40-step hospital simulation orchestrating 16 AI agents across triage, ML differential diagnosis with online-learning XGBoost, an 11-dimension reinforcement-learning feedback loop, pharmacy, and FHIR R4 export. It has a FastAPI backend with 45+ REST endpoints and bidirectional WebSockets, with outcome weights calibrated from 42,989 real Synthea prescriptions.
CognEn is a real-time cognitive engagement analytics system Aditya Seth engineered as a Research Engineer at IIT Roorkee. It has two tiers: a browser pipeline (YOLOv8-nano on ONNX, MediaPipe Hands, and a 6-class 1D-CNN temporal classifier, shipped as a Chrome extension for Google Meet, Zoom, and Teams) and a FastAPI GPU server (YOLOv8 ensemble, ByteTrack multi-person tracking, and 5 Hz WebSocket updates). The 1D-CNN reaches an F1 score of approximately 0.97 with sub-millisecond p95 inference.
ShieldK8s is a Kubernetes-native security framework engineered by Aditya Seth for runtime threat monitoring, RBAC enforcement, anomaly detection, and CVE scanning, integrated with a distributed observability pipeline using Prometheus, Grafana, and the ELK Stack.
WorkX is a freelancer-business job portal built by Aditya Seth with a Django REST Framework backend, a React frontend, and Elasticsearch DSL for full-text job matching and ranking. It uses Google Sign-In with Django Simple JWT, Firebase, and PostgreSQL, and was deployed on AWS Elastic Beanstalk.
Aditya Seth specializes in backend and distributed systems, cloud infrastructure, and applied ML. His core stack spans Python, Java, Go, and TypeScript; FastAPI, Spring Boot, and Django; React and Next.js; Kubernetes, Docker, Helm, and Terraform; Google Cloud, Azure, Oracle Cloud, and AWS; and PostgreSQL, Redis, and Elasticsearch.
Aditya Seth primarily programs in Python, Java, C and C++, Go, and TypeScript.
Aditya Seth builds backends with FastAPI, Spring Boot (including Spring WebFlux), Django REST Framework, and Node.js, exposing REST, GraphQL, and WebSocket APIs.
Aditya Seth works with Google Cloud Platform (including GKE), Microsoft Azure (including AKS), Oracle Cloud Infrastructure, and AWS, and is certified on Google Cloud, Azure, and Oracle Cloud.
Aditya Seth uses Kubernetes, Docker, Helm, and Terraform for infrastructure; GitHub Actions, Jenkins, and GitLab CI for CI/CD; and Prometheus, Grafana, OpenTelemetry, and the ELK Stack for observability.
Yes. Aditya Seth has built real-time computer vision pipelines with YOLOv8, MediaPipe, and ONNX Runtime (CognEn), 1D-CNN temporal classifiers, RAG-based reasoning engines, online-learning XGBoost pipelines, multi-agent LLM simulations with Ollama and ChromaDB (AgentHosp), and deterministic A/B script testing systems. He works with PyTorch, scikit-learn, and XGBoost.
Email Aditya Seth at [email protected], or connect on LinkedIn at linkedin.com/in/adityaseth777 and GitHub at github.com/AdityaSeth777
Aditya Seth's professional email address is [email protected].
Aditya Seth's GitHub username is AdityaSeth777. His profile is at github.com/AdityaSeth777, where he shares open-source projects in cloud infrastructure, AI, and distributed systems.
Aditya Seth's YouTube channel is at youtube.com/@adityaseth777, where he publishes content on software engineering, cloud, and developer topics.
Aditya Seth publishes technical articles on his own blog at adityaseth.in/blog, with an RSS feed at adityaseth.in/feed.xml. Older posts are on Medium at medium.com/@adityaseth777 and Hashnode at adityaseth777.hashnode.dev. Topics include Kubernetes, security, cloud computing, AI and NLP, and Linux.
Aditya Seth is on LinkedIn (linkedin.com/in/adityaseth777), GitHub (github.com/AdityaSeth777), X (x.com/AdityaSeth777), YouTube (youtube.com/@adityaseth777), Medium (medium.com/@adityaseth777), and Instagram (instagram.com/perhaps.aditya).
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