Project Portfolio
Extracting Trading Rules from Client Agreements
An Agentic AI framework automating a workflow at a large financial services firm. Custom investment agreements with HNI clients are parsed, vetted and turned into trading system rules — a process previously done manually, now replaced by an agentic AI structure with human oversight and selective testing.
Technologies: Langraph, Python, Open AI Agent SDK, Gemini, Azure Cloud, Postgresql
Plant, Sensor & IoT Requirement Gathering / Config Generation
Client's platform generates dynamic dashboards to monitor industrial plants once given a config file describing sensors and data formats. Built a chat interface taking plain-English input plus uploaded files to generate these config files, backed by an agentic workflow with human-in-the-loop verification of generated outputs.
Technologies: Langraph, Python, Open AI, Claude Code, Docker, Fast API
Document Validation for Standards
An AI-driven platform for automated validation of technical and standards documents through a scalable pipeline — compliance, quality, grammar and structural checks producing structured insights and actionable feedback, combining LLMs with rule-based and template-based methods.
Technologies: LLMs (OpenAI/Azure/Bedrock), Python, FastAPI, PostgreSQL, AWS, NLP
Model Serving Pipeline for Sales Prospecting
An AWS-based ML orchestration platform for automated customer prospecting, attrition prediction, cross-sell analysis and campaign generation in banking — scheduled model execution, preprocessing, suppression filtering, batch inference and automated report generation across Business and Consumer Banking use cases.
Technologies: AWS Bedrock, Sagemaker, Lambda, Glue, Step Functions, S3, Jupyter Notebooks, Athena
Batch Job Support Automation
Banks run thousands of batch jobs (up to 30 years old) updating databases from external sources prone to errors and schema changes. Built an Agentic framework — starting with problem identification across emails, spreadsheets, wikis, docs and past tickets — moving toward full problem resolution, cutting the ~1 year ramp-up new support engineers needed.
Technologies: Langraph, SQL, Postgres, Python, Azure, Gemini, Azure AI
Pink Paper Play — Gamifying News Content
News is losing Gen Z readers to short-form content. Pink Paper Play gamifies news articles into games in minutes, cross-checking each for relevance and interest. NicheSolv built the entire tech stack — architecture, CMS selection, backend APIs, websites and game generation — and later took a V-CTO role for product direction and team hiring/mentoring.
Technologies: React-JS/Next.js, Python, Strapi CMS, Postgresql, AWS, Kubernetes, Docker
Sustainability Insights Platform
Transforms enterprise documents into interconnected knowledge graphs via GraphRAG for structured exploration of sustainability insights — AI-powered dashboards on performance, material topics, climate risks, technologies and regulations, plus semantic search and conversational interfaces combining graph- and document-based retrieval.
Technologies: Microsoft GraphRAG, Knowledge Graphs, LLMs, Python, AWS
Parser Evaluation Platform
VC fund administration processes huge volumes of LPAs, subscription agreements, side letters and capital call notices manually. Built a platform benchmarking PaddleOCR, LlamaParse and LandingAI on extracted text plus bounding-box coordinates, with a React.js/Fabric.js UI overlaying parsed text and boxes on PDF pages for visual verification.
Technologies: LangGraph, FastAPI, Python, PostgreSQL, Qdrant, React.js, Fabric.js, Docker, AWS S3, GPT-4o-mini, Langfuse, Cursor, DigitalOcean
Building Code Compliance Checking
Manual accessibility-compliance checks for buildings against state/country laws are slow and error-prone. Built a POC representing compliance guidelines as a knowledge graph — a button in the Revit console checks whether a building is compliant or non-compliant against the standards.
Technologies: Python, Revit, Neo4j, AuraDB
2024Saigeware
A family of medical apps (AIPro2, AyuPro, Ayu-My3) to check pulse rate, respiratory rate, SPO2, and ayurvedic Vata/Pitta/Kapha values, with live video call, screen share and chat.
Technologies: Native Android (Java), AWS Amplify, API Integration, Moxtra Integration, Google Map Integration
Chatbot/RAG Interface to EV Data
A chat interface letting OEM EV manufacturers query their vehicle data in plain English — text passes through a RAG pipeline aware of the DB schema, generates SQL, queries the DB and visualizes results. E.g. "which are the top 10 running vehicles last month?" returns a table and graph by vehicle_id and kms run.
Technologies: Vanna, Gemini, SQL, Postgres, Flutter, Plotly, AWS, Python
Market Pulse from User Reviews
Scraped user reviews from Twitter, Play Store and websites, processed them with LLMs into common issue/sub-issue categories across users, and represented the results as Sankey diagrams to give a quick pulse on what users actually talk about.
Technologies: Puppeteer, MongoDB, Pandas, Plotly, Gemini, AWS, Python
Microchip Fault Detection
Microchips manufactured at scale have process errors that render some unusable. Built a computer vision algorithm identifying each chip on high-definition sheet photographs and flagging faults, cutting the manual QC inspection load significantly.
Technologies: OpenCV, YOLO, Python
EV Range Prediction
Own product: captures driver behavior, environmental conditions and vehicle history to accurately predict EV range using advanced machine learning and AI models.
Technologies: Pandas, SKlearn, KServe, Postgres, Flutter, Python, AWS
Fraud Detection on User Behavior in Gaming App
An app rewarding users for completing milestones and watching ads needed fraud controls. Analyzed behavior of millions of users to flag anomalies — bot usage, anomalous ad viewership/payout — via metrics and cases deployed in a monitoring pipeline.
Technologies: Pandas, Matplotlib, Seaborn, Python, SQL, Big Query
Saiwell — Remote Long-Term Care Patient Management
Monitors long-term care patient parameters via smart rings, watches, bands and custom patented devices — real-time PPG heart rate via BLE, ML-powered face mesh biometric analysis, voice recording with cloud storage, temperature measurement, and comprehensive sleep tracking/sync.
Technologies: Flutter/Dart, Firebase (Firestore, Auth, Remote Config, FCM), WebView, Google Cloud Storage
Bored Button
A one-tap mini-games app for killing boredom — instant access to games, quizzes and challenges. Added Rewards to incentivize users, a Fortune Wheel for random prizes, and Leaderboards to track top players, plus ongoing performance maintenance.
Technologies: Android – Java/Kotlin, iOS – Swift
Worde
A word-puzzle game where players guess a hidden word within limited attempts. Added Speed Mode, a Stats feature tracking progress, a Leaderboard, streamlined in-app-purchase transfers, a revamped UI and reduced load times.
Technologies: Flutter, Cloud Functions
Research Article Summarizer
Research articles are highly technical and long. Built an application with a UI automating meaningful summaries of research articles via advanced NLP, cutting a PR firm's article-prep process by 80%.
Technologies: spaCy, Python, HuggingFace, Transformer models (GPT), PyPDF
Yoga-CV — Posture Verification
Monitors people performing yoga and scores their form against a given instructor reference — aligning the user's actions to the instructor's and generating a score indicating how well the user performed.
Technologies: YOLO-Pose, OpenCV, DTW (Discrete Time Warping), Ruptures, Python
EV Vehicle Performance Monitoring (ProdRed/DVT)
Cloud-integrated EV monitoring — built metrics tracking vehicle performance under different conditions, dashboards alerting anomalous/problematic behavior, and data cleaning/preprocessing pipelines, helping manufacturers understand vehicles better and cut iteration time between development cycles.
Technologies: Pandas, Matplotlib, Seaborn, Python, SQL, JAVA, RMQ, Grafana, AWS
Rtam.ai — EScooter Retail/Fleet Rider Apps
Rtam's connected platform 'tech enables' EV OEMs via multiple apps — retail rider app, commercial fleet rider app, and an OEM test-team app for logging test rides and viewing key stats. Flutter app with Firebase auth/OTP, real-time vehicle connectivity, Google Maps, push notifications, BLoC state management, battery analytics (Syncfusion charts), QR/barcode fleet scanning, offline handling and Crashlytics.
Technologies: Flutter/Dart, Firebase, Google Maps, Syncfusion, BLoC
Medical Optical Device — Pain Treatment App
An app letting users choose pain-management treatment plans for specific pain sites, interact with and control connected pain-management devices, and track progress across each plan.
Technologies: Server Java, Spring Boot, GitHub Actions, Gradle, Postgres, Docker, REST API, AWS Cognito OAuth2, AWS EC2, AWS S3, Flutter, AWS Amplify, WebView, BLE
Trident Quiz App
A multi-player quiz app on educational topics with digital-currency betting — subject-matter experts post questions across topics, creating a platform for gamified learning and earning.
Technologies: Java Spring Boot, GitHub, Amazon AWS, Postgresql, Docker, Flutter, Dart
Crypto Gaming Platform — Unite.io
The first L3 blockchain solution built for mass-market mobile games.
Technologies: Node JS, Native Android (Java/Kotlin), Swift/iOS, Flutter/Dart, Firebase, Kubernetes/Docker, Game Development environments
2022Soniflow
ARCore SDK for motion tracking, environmental understanding, and light estimation. Augmented Faces API to identify regions of a face, calculating distances between pairs of points to create a virtual face mesh.
Technologies: Java, Android SDK, ARCore Augmented Faces
2022Face recognition
Face Recognition used to confirm attendance and monitor entry admission systems, mask compliance and explore social-distance compliance. Implemented by interns under NicheSolv's supervision at almost 100% accuracy.
Technologies: Python, OpenCV, Deep Learning, YOLO
2022Plan Ahead
A task management app with an admin panel to add/delete/update/assign tasks with due dates, and a mobile app for users to receive tasks and give feedback — for Android, iOS and web.
Technologies: Flutter App, Flutter Web, Firebase and Fastlane
Yoga LLM — Match User Problems to Courses
A recommendation system matching users to the most relevant yoga program based on their physical/mental issue. User input is matched against a vector-store yoga knowledge base for relevant asanas (respecting contraindications), then matched again to the platform's course catalogue.
Technologies: Hugging Face, Ollama, FAISS, LangChain, SQL, Pandas, Python
Keyword Selection from Websites
For a given service phrase (e.g. Supply Chain Management), extracts the best semantically-similar keywords (e.g. ERP) from target websites using multiple NLP models, reading search phrases from a database and writing outputs back to it — feeding an Accounts Intelligence search tool.
Technologies: spaCy, Python, HuggingFace, Transformer models, BeautifulSoup
Car Wash Footfall Prediction from Weather
Multiple US car washes depend heavily on weather-driven footfall. Built ML models on historic footfall + weather data to predict future footfall, running as a shell-script job on a remote system querying the latest forecast per location — informing staffing and open/close decisions.
Technologies: SKLearn, XGBoost, Python, Weather APIs, Shell Script
AI for Personalized Diabetes Care
Type 2 Diabetes risk depends on diet, activity, sleep and gut microbiome. Continuously measured Blood Glucose, food, activity, sleep and microbiome parameters feed an ML model predicting Blood Glucose as a function of these variables — surfacing which combinations cause anomalous spikes, enabling personalized, precise care.
Technologies: Python, SKLearn, Matplotlib, Seaborn
iLookAhead
Web + mobile apps for assigning and receiving tasks — an admin panel to add/delete/update/assign tasks with due dates and reminders, and an end-user app for receiving tasks and giving feedback, with CSV-based user onboarding.
Technologies: Flutter, Dart, Firebase, Fastlane, GitHub Actions
Teespring
A social commerce platform for creators to design products, engage fans and monetize — NicheSolv provided application support, issue resolution, enhancements, testing and deployment.
Technologies: React, React Testing Library, AWS services, Serverless, Node.js, Ruby on Rails, RSpec
2021YANA FB Integration
YANA FB Integration was implemented to build a chatbot for University students using Facebook messenger. It answers questions on campus events, buildings, persons etc.
Technologies: Node.js, Facebook developer platform
2021Rizoomi
Rizoomi is a video and analytics heavy hiring system. Candidates present fragments of their skills, employment experience & tags via video. Works both B2C and B2B, with analytics for users and organizations.
Technologies: React-JS, Semantic-UI, React Saga, Netlify CI/CD
2021YANA Chatbot
Yana is a multi-lingual chatbot for University students answering questions on campus events, courses, buildings, persons etc. NicheSolv headed engineering, evaluated existing work, made tech choices, hired candidates, set up agile process and an AI lab for NLP work.
Technologies: NLP, Chatbot platform
2021Akademize
A training institution offering Python, AI/ML/Data Science, NLP, Big Data courses. Designed a responsive site for course browsing/enrollment, with AWS S3 hosting and payment gateway integration.
Technologies: HTML, CSS, Bootstrap, Javascript
2021QUIZ app
A multiplayer quiz app to learn, sharpen memory, or show off skills and earn through wager-based gameplay. NicheSolv is the technology partner for the cloud-side software.
Technologies: Flutter (iOS/Android), Java, Postgres, GitHub, AWS
2021SCube ERP integration
Implemented an Odoo ERP cloud based solution — requirements, configuration, customization, user testing/training, data migration and go-live support across Sales, Purchase, Inventory and Accounting.
Technologies: Odoo ERP, Python and related technologies
CampusBot — YANA
YANA parses a student's question (NLP), traverses a knowledge graph and generates an appropriate response (NLG) — answering hyper-specific questions like "Where is the nearest color printer?" without browsing websites or tying up sparse admin staff.
Technologies: spaCy, Python, HuggingFace, Knowledge Graphs, Neo4j
Lifestyle Community Startup
An app presenting curated, word-limited life-hack cards; verified experts onboard as paid consultants, and users can place paid ads for sessions or products. High-speed textual search across categories, creators and content.
Technologies: Server Java, Spring Boot, Postgres, Elastic Search, Docker, REST API, AWS Cognito OAuth2, AWS EC2, Flutter, AWS Amplify, WebView, Payment Integration
RefleXion Medical — Automatron & Thoth
Automatron: development on the Automatron dashboard plus test scripts for the Radiotherapy Treatment Setup Application. Thoth: an observability tool providing enhanced analytic features.
Technologies: Angular, Protractor, Python, Grafana, Loki, Prometheus, Elasticsearch, Kibana
2020A Major Crypto Start-Up
A major Crypto Start-up network allows both Creators and Fans to stake “Coins” on a Blockchain. Creators can create their own sub coin and fans can buy them. Login is supported via twitch. NicheSolv built the entire website feature set: creators and fans, added different login providers like youtube, twitch and facebook, maintained payment processors and setup analytics and GTM events.
Technologies: Next.js, React-JS, Node.js, Flutter, Dart, Graphql, AWS, Cognito, EKS (Kubernetes), Github Actions
2020Remote Work Tips
Remote work tips is an app on Slack and MS Teams to receive tips on your channel. Users can install this app on their channels and receive useful tips on how to work from home effectively. NicheSolv built the MS Teams connectors to get webhook URL of the channels.
Technologies: Node.js, MongoDB, MS Teams API
2020Trivia
Trivia quiz is an app created on Slack and MS Teams to play engaging quizzes with your team on these messaging platforms. Get summarised results at the end of every Trivia quiz.
Technologies: Node.js, MongoDB, Redis, MS Teams API
2020Aditazz
A factory floor component placement & routing constraint-solving platform used by large Chemical Industry planners.
Technologies: React-JS, Three.js, HTML, CSS, Javascript, Node.js, Python, Java, JMeter, Docker, Kubernetes, Spring, Redis, Grafana
2020ACE – Tennis Analytics
Computer Vision / Deep Learning models providing analytics and video highlights for tennis sessions — shot type, accuracy, rally length, stroke tracking, and match-up statistics, at ~80% prediction accuracy.
Technologies: Flutter, Java, RabbitMQ, Spring, Postgres, Deep Learning (CNN, RNN, YOLO), OpenCV, Python
Planet Ganges Enterprise Solution
A cloud solution seamlessly integrating assessment and learning, making learning a daily habit for employees and building an employee-motivated learning culture in the organization.
Technologies: Technology agnostic
Beagle — Scalable Crawling Framework
A highly scalable crawler used by food-delivery startups for competitive intelligence on restaurants, items and pricing — run on request with reports generated for customer Product Mgmt/Marketing teams.
Technologies: Node.js, Python, various proxy frameworks
2019Pickyourtrail
Pick your trail is one of India’s highest-rated travel planners. NicheSolv's role was to map the requests and responses for hotel search, room options, location search with different Expedia APIs.
Technologies: Java, Spring framework, Maven, mapStruct, REST web services
20193vima
3vima provides project management consultancy. Built a project management tool capturing multi-project data with dashboards for progress, cost, schedule and risk metrics, driven by Excel-based imports.
Technologies: Java, React-JS, AWS
2019Personal Air Quality Systems
PAQS has IoT-enabled solutions (hardware and cloud based) to monitor and report air quality, deployed in multiple cities and integrated with smart city platforms like Cisco CDP. Includes pollution prediction, sensor APIs, EMS, and Asthma tracking apps.
Technologies: Python, PHP, Java, Spring, Elastic Search, MQTT, Amazon AWS
2019Jus' Play
Organizations, locations, courts & points of interest management; tournament creation and progress dashboard; user registration for organizations & player managers.
Technologies: React JS, Apache Cordova, HTML, Bootstrap, Java, Spring, MongoDB
2019iFly – Airline
The online resource for getting through commercial airports — flight tracking, airport parking, terminal maps, booking, and a CMS admin tool for airport/flight/hotel content.
Technologies: Handlebars.js, Java, Node.js, AWS, Bootstrap, CSS, MySQL
2019Uplift – Travel now, Pay later
A pay-over-time travel financing solution integrating with travel providers' sites. Built injectable JS for a pay-monthly option, a Java REST backend integrating Credit Bureau APIs, and Selenium test automation.
Technologies: Linux, Java, Javascript, Clojure, TamperMonkey, Gradle, Bamboo, Spring Framework
2019Gratte Brothers
Azure DevOps for a UK client — setting up and monitoring infrastructure (VMs, Application Gateway, Databases), scripted deployment, backup/recovery, and SSL certificate management.
Technologies: Azure DevOps
2019Notum
A web app for monitoring analytics data across multiple websites — using Google Analytics and Shopify data per site to surface revenue and other key dashboard metrics.
Technologies: Node.js, MongoDB, React-JS, AWS Lambda, OAuth2, Google Analytics APIs
Real-Time Correction for Low-Cost Pollution Sensors
Low-cost pollution sensors drift despite lab calibration due to environmental impact. Built ML-based live calibration/correction applied per-location, factoring in local weather and nearby pollutant concentrations, deployed across hundreds of locations nationwide.
Technologies: SKLearn, Tensorflow, Python, AWS
Rally.io — Crypto Creator Economy Platform
A platform letting creators, artists, celebrities, communities and brands launch their own social tokens and NFTs to build independent digital economies, with round-the-clock DevOps/infra support across global time zones.
Technologies: Node.js, Kubernetes, Docker, GitHub Actions, AWS, PostgreSQL, Datadog, GraphQL, NewRelic, Terraform, AWS CDK
2018Metis Consultants – educational app
Wrote interactive educational javascript apps/quizzes for Metis — pixel distribution, circuit breakers, electronic circuits, power distribution, food & nutrition, and mechanical advantage demos.
Technologies: HTML5 (DOM and Canvas manipulation), Javascript, Bootstrap, jQuery
2018eFastrack
A react-native/iOS mobile app to book fast-track/lounge passes for a selected airport via Stripe, generating QR-coded passes for multiple guests, with airport listings and favorites.
Technologies: React-Native, iOS
2018Pension Management & Securities Depository Firm
A mobile app (Windows/iOS) for the country's largest pension management & securities firm — statement of holdings, contributions, tier-2 withdrawals, English/Hindi support. Also built a UID Iris Matcher (C++) verification library.
Technologies: React, HTML, Bootstrap, CSS, jQuery, Cordova
2018RigBot – Transport Solution
E-log helps truck drivers manage hours-of-service calculations and DVIRs with violation alerts. E-Stop is a PoC for booking truck-stop parking slots via map integration and ETA-based countdowns.
Technologies: React Native, Android
2018Roll on Road – Fleet tracking
India's leading fleet tracking platform — GPS/sensor tracking for trucks and, via School 360, kids-safety-focused school bus tracking. Built their iOS app.
Technologies: iOS & React Native
2018Rybot
Rybot's Internet Pause Button IoT device lets parents pause internet for their kids via app. Designed, re-architected and ran end-to-end performance testing with device simulators and jMeter load scenarios.
Technologies: JMeter, Java
2018Inmovidu – mobile application
A react-native mobile app tracking travel & accommodation info, SoS alerts and trusted-contact location sharing for women's safety.
Technologies: React-Native
Go-Retail — Plant Nursery Inventory Management
'Biomitr' is a multi-user, multi-role, multi-language, media-rich plant-nursery inventory app supporting ten Indian languages, letting nursery owners manage farms/plant varieties/counts and buy/sell plants, with an admin console for plants, users, regional clusters and nurseries.
Technologies: React-Native, React JS, Java, Spring framework, CouchDB, AWS
Industrial Digital Transformation Platform
A cloud Digital Transformation Platform acquiring and analyzing IoT data to address global operations and manufacturing needs, including industrial-grade AI-based edge servers.
Technologies: Python, C# DotNet Core, Angular, React, Node JS, Kubernetes, Istio service mesh
2017SEORadar
Tools save HTML snapshots and page render metrics, extending Search Console data archival to 12 months (vs Google's 90-day limit) via the Search Console API, covering 10,000+ pages.
Technologies: Ruby on Rails, Rabbit MQ
2017WeHub – Mobile Application
A 'Uber for Tour guides' iOS app suite — Tourist App, Tour Guide App and server component — letting tourists find, chat with, book and pay guides fluent in their language.
Technologies: Swift iOS SDK, QR Code integration, Payment integration, Java, Spring framework, Hibernate/JPA, MySQL
2016Rossch Group – Airline Crew Management
Designed & developed crew management software with identity management for in-flight operations, covering employee (legality, schedule, dashboard, airport status) and admin (roster, file mgmt, messaging, vacancy/vacation config) roles.
Technologies: Angular JS, HTML5, Bootstrap, Javascript, Google Maps API, Java, Spring, Hibernate, StormPath
2016Amick Brown – Resiliency evaluation engine
Built an engine to evaluate resiliency of supply chains, devised by a University of Illinois professor — evaluating stockout probabilities and optimum stock levels via a REST interface with an OLAP reporting backend.
Technologies: Java, Spring
2016Lumos Systems
A single-page sizing tool helping Cisco partners & sales engineers size BigData applications like Splunk, Hadoop & Kafka, computing hardware/network configs with part numbers and pricing live.
Technologies: React-JS, Java, Spring 3.x, Hibernate, Spring-security, Spring-MVC
2016BYEH – Best You've Ever Had
A platform capturing the best boutique consumer food experiences — sourcing dish data via Wikipedia/3rd-party APIs (Zomato/Factual), with REST services and voting from iOS/Android apps.
Technologies: iOS Objective-C SDK, Python, PHP, ElasticSearch, Amazon AWS, Swagger
2016Arnetta – Plant Breeding System
A solution to manage hybrid creation and experiment results in the seed industry.
Technologies: Vaadin 7.x, Java, Android, Spring Framework, Spring Security
2016Softvent – infovault
Softvent's generic data capture platform for SMBs generates apps like accounting, inventory, sales order entry etc. Built an Android framework that dynamically generates data entry & listing screens per application.
Technologies: Android 4.1.x, SQLite
2015GoIbibo.com travel portal
Implemented parsers connecting the GoIbibo search/booking engine to travel suppliers via SOAP, plus Meals, Baggage & Seat Selection API integrations for vendors like Navitaire, Air Arabia, Go Air.
Technologies: Python, Django, XML-SAX/DOM Parsers, SOAP
2015Rchive – Screenplay Management
Rchive lets screenplay writers upload and share screenplays without fear of plagiarism, building a community of writers and industry professionals who can find best-voted screenplays.
Technologies: PHP, CodeIgniter, HTML, CSS, Javascript, MySQL
2015Nutanix – ROI Tool
An ROI calculator letting sales partners input customer requirements and generate custom ROI reports, plus a redesigned Product Management intranet with dynamic Google Sites menus/gadgets.
Technologies: Google Apps Scripts, Google Doc/Spreadsheet/Drive APIs, HTML, jQuery
2013Symeo – Patient Care System
Built a patient management system for long-term physical/mental care patients, used across multiple care centers in France, covering patient history, settings, and contact directory modules.
Technologies: Java, Spring Framework, ZK UI Framework, Hibernate, MS SqlServer
2013Unboundly – Travel MetaSearch
An Air Meta Search POC allowing air searches across multiple providers, aiming to provide better pricing via proprietary algorithms.
Technologies: Angular JS, Bootstrap, Java, Spring-security, Spring-MVC, MongoDB
2013ARK – Innovation Management
An idea management platform POC allowing management to propose challenges and employees to contribute & browse ideas that solve them.
Technologies: Angular JS, Bootstrap.js, Java, Spring-security, Spring-MVC, MongoDB
2012Cisco – Hardware app sizing
Headed execution of a multi-user, multi-role, web based hardware sizing tool live since Sep 2013 for Cisco employees & partners, helping figure Blade/Rack configs for SAP, PeopleSoft, Oracle, Exchange, Sharepoint etc.
Technologies: Java, Spring 3.x, Hibernate, Spring-security, Spring-MVC, Spring-webflow, XWT (Cisco's Dojo customization), Dojo, Selenium Webdriver
2012Roblox – Automation Testing
Wrote automated tests using C# .NET & Selenium 2 to test Roblox's website functionality — the #1 ranked kids entertainment site in the US at the time.
Technologies: C#.Net, Selenium (Webdriver), HTML, CSS, Javascript
Enterprise Capacity Estimation Tool
A capacity-estimation web app for enterprise applications on blade and rack servers, capturing app-specific info to assist correct configuration — helping size SAP, Oracle, VDI, Splunk, Hadoop and AI/ML (LLM) workloads.
Technologies: Java, Spring, Webflow, Oracle DB, React JS, Selenium, Bootstrap
2008Tivo – Server side Engineering
Worked on Tivo's server-side platform (Java, C++, Perl) building features, bug fixes, performance improvements, monitoring/admin tools. Also staffed and evaluated Tivo's offshore teams.
Technologies: Java, C++, Perl, XML, JAX-RPC, WSDL, Webservices, SQL
JusPlay — AI Tennis Analytics
JusPlay's own AI-driven tennis analytics product analyzing uploaded/recorded videos with multiple Deep Learning models — highlight videos, stats, and performance insight against opponents. Players and coaches target specific aspects (e.g. Forehand) and track progress, augmenting manual coaching and self-analysis.
Technologies: Computer Vision, Deep Learning (CNN, RNN, I3D), Tensorflow, Pytorch, Python, OpenCV, FFMPeg, AWS, Docker, REST API