# Projects by Akib Kamani

A selection of websites, platforms, robotics, computer-vision systems, and AI products built across healthcare, genomics, and real-world operations.

## News and Tweet Based Stock Recommendations

**Category:** FINANCIAL NLP

An early-career NLP project that collected market news and public tweets, cleaned and scored the text for sentiment, and combined the results into simple bullish, neutral, or bearish stock signals for further review.

**Technology:** Python, Tweepy, NewsAPI, NLTK, VADER, scikit-learn, pandas

## Scholarship Discovery Portal

**Category:** WEB SCRAPING

A scholarship aggregation tool that scraped public education websites, normalised eligibility and deadline details, removed duplicate listings, and presented searchable opportunities through a responsive web interface.

**Technology:** Python, Flask, Beautiful Soup, Requests, SQLite, Jinja2, Bootstrap

## ABU Robocon Disc-Throwing Robot

**Category:** ROBOTICS | 2017

Built with a student team for the 2017 ABU Robocon challenge, The Landing Disc. The robot combined a repeatable high-speed disc launcher with motor control and operator input to knock balls from seven raised spots and land discs on them, aiming for the match-ending Appare victory.

**Technology:** Arduino Mega, Embedded C++, PID control, DC motors, Quadrature encoders, Pneumatics, Mechanical design

## Real-Time Face Detection

**Category:** COMPUTER VISION

A lightweight face-detection pipeline for images, video, and live camera feeds. OpenCV handled frame capture and preprocessing, while Haar cascade classifiers located faces fast enough for real-time use on modest hardware.

**Technology:** Python, OpenCV, Haar cascades, NumPy, Video processing

## Deep-Learning Face Recognition

**Category:** COMPUTER VISION

A face-recognition system that detected and aligned faces, generated neural-network embeddings, and matched them against enrolled identities using distance thresholds, with OpenCV supporting the live video pipeline.

**Technology:** Python, TensorFlow, Keras, FaceNet, MTCNN, OpenCV, NumPy

## Chest X-Ray Abnormality Detection

**Category:** MEDICAL IMAGING AI

A deep-learning screening tool that prepared chest X-rays, fine-tuned a DenseNet model to identify signs of common thoracic abnormalities, and produced class probabilities to support clinical review.

**Technology:** Python, PyTorch, DenseNet-121, OpenCV, pandas, scikit-learn

## Automatic Number Plate Recognition

**Category:** INTELLIGENT TRANSPORT

A video analytics pipeline that detected vehicles and number plates, corrected plate regions for perspective and contrast, and used OCR to turn the cropped plates into searchable registration text.

**Technology:** Python, YOLOv3, OpenCV, Tesseract OCR, NumPy, CUDA

## Vehicle Type and Make Detection

**Category:** INTELLIGENT TRANSPORT

A two-stage computer-vision system that located vehicles in traffic footage, classified body types such as cars, buses, and trucks, and used a fine-tuned image classifier to recognise vehicle manufacturers.

**Technology:** Python, YOLOv3, ResNet-50, TensorFlow, Keras, OpenCV, CUDA

## Jetson Nano Model Deployment

**Category:** EDGE AI

Deployed trained computer-vision models to NVIDIA Jetson Nano for real-time edge inference. The pipeline used hardware-accelerated video capture and TensorRT engines to reduce latency while keeping camera processing on the device.

**Technology:** NVIDIA Jetson Nano, JetPack, TensorRT, CUDA, cuDNN, OpenCV, GStreamer

## Jetson TX2 Inference Optimisation

**Category:** EDGE AI OPTIMISATION

Improved computer-vision inference on NVIDIA Jetson TX2 by pruning trained networks, exporting optimised models, and using TensorRT FP16 engines to reduce memory use and increase throughput for edge deployment.

**Technology:** NVIDIA Jetson TX2, TensorFlow Model Optimization, ONNX, TensorRT, FP16, CUDA, DeepStream

## CCTV Object Tracking

**Category:** VIDEO ANALYTICS

A multi-object tracking pipeline for CCTV streams that paired object detection with persistent track IDs, allowing people and vehicles to remain identifiable as they moved through each camera view.

**Technology:** Python, YOLOv3, Deep SORT, OpenCV, RTSP, CUDA

## Desk Occupancy and Dwell-Time Analytics

**Category:** WORKPLACE ANALYTICS

A privacy-conscious CCTV analytics tool that tracked people within defined desk zones and calculated arrival, departure, occupancy, and dwell time without relying on facial identity.

**Technology:** Python, YOLO, Deep SORT, OpenCV, Zone analytics, PostgreSQL

## Footfall Path Heatmaps

**Category:** COVID-ERA VIDEO ANALYTICS

A people-flow analytics system created during COVID that converted anonymous CCTV tracks into aggregate movement heatmaps. Cleaning teams could use the busiest paths and zones to prioritise repeated sanitisation where it mattered most.

**Technology:** Python, YOLOv4-tiny, Deep SORT, OpenCV, NumPy, Heatmaps, Edge AI

## miBiome Genomics Portal

**Category:** GENOMICS ECOMMERCE

A customer-facing genomics services and project onboarding platform. Researchers could request quotes through a structured workflow covering study goals, sample and library details, sequencing platforms, read depth, bioinformatics requirements, and data delivery preferences. Acquired by Chromosome Labs and since retired.

**Technology:** Responsive ecommerce, Service catalogue, Quote workflow, Customer onboarding, Structured data, Genomics

**Project link:** [https://mibiome.com](https://mibiome.com)

## Gut Microbiome Testing Platform

**Category:** HEALTH ECOMMERCE

India's first customer-facing gut microbiome testing platform, covering test and add-on discovery, online purchases, home kit delivery, sample collection, personalised reports, nutrition recommendations, consultations, and internal order workflows.

**Technology:** Responsive ecommerce, Product catalogue, Cart and payments, Order management, Customer accounts, Report delivery

**Project link:** [https://microbiome.in/shop/package/miGQ-discovery-test/](https://microbiome.in/shop/package/miGQ-discovery-test/)

## Diabetes Risk Detection

**Category:** HEALTH AI

A deep-learning classifier built on gut microbiome abundance profiles to detect patterns associated with diabetes risk, with Random Forest and Decision Tree models used as performance baselines and FastAPI for prediction serving.

**Technology:** TensorFlow, Keras, scikit-learn, pandas, FastAPI, Microbiome

## TB Type Detection

**Category:** MEDICAL IMAGING AI

A PyTorch image-classification tool that fine-tuned DenseNet-121 on chest X-rays to support tuberculosis type detection, with OpenCV preprocessing and FastAPI inference.

**Technology:** PyTorch, Torchvision, DenseNet-121, OpenCV, FastAPI

## Genomics Sequencing Marketplace

**Category:** SEQUENCING MARKETPLACE

India's first real-time bidding marketplace for genomics sequencing, matching library preparation and sequencing requirements with available instrument capacity. Redis-backed bid state, indexed relational data, and live updates kept bidding extremely fast while supporting concurrent buyers and sequencing providers.

**Technology:** Real-time bidding, WebSockets, Redis, PostgreSQL, Low-latency API, Capacity matching

**Project link:** [https://sequensale.com](https://sequensale.com)

## Genomics Analysis Platform

**Category:** BIOINFORMATICS PLATFORM

A self-hosted genomics analysis platform that accepted raw FASTQ files and ran configurable pipelines for trimming, alignment, variant calling, metagenomic classification, and genome assembly. FastAPI and a Redis-backed Celery queue scheduled containerised Nextflow jobs across the server, with inputs and results kept on shared NTFS storage. Each successful pipeline sent a signed completion acknowledgement to a webhook, allowing dependent jobs to start automatically.

**Technology:** React, FastAPI, Celery, Redis, Nextflow, Docker, Shared NTFS storage, Webhooks, fastp, BWA-MEM2, GATK, Kraken2, SPAdes

## EnergyJump Website

**Category:** CLIMATE TECH WEBSITE

Built and deployed a responsive website for EnergyJump, a climate-tech company developing energy-efficient personal cooling products for workers, commuters, farmers, and home users. Worked closely with the designer to translate the visual direction into polished Wix pages covering the product range, company story, partnerships, and customer enquiries.

**Technology:** Wix, Responsive web design, Designer collaboration, Content management, Contact forms, SEO

**Project link:** [https://energyjump.in](https://energyjump.in)

## Chromosome Labs Website

**Category:** DIAGNOSTICS WEBSITE

A responsive static website presenting Chromosome Labs' pathology, clinical genomics, molecular diagnostics, and research services. Customers can explore tests and prices, learn about home collection, and contact the team through enquiry forms and WhatsApp.

**Technology:** Responsive, Static website, Service catalogue, Contact forms, WhatsApp enquiries, SEO

**Project link:** [https://chromosomelabs.com](https://chromosomelabs.com)

## Microbiome Operations API

**Category:** B2B API PLATFORM

A B2B API layer for partner orders, sample registration, laboratory workflow updates, report delivery, and secure data exchange. Query optimisation, indexed relational data, Redis caching, and asynchronous processing delivered a 4x performance improvement across high-volume microbiome operations.

**Technology:** REST API, PostgreSQL, Redis, Async processing, API authentication, 4x faster

**Project link:** [https://api.microbiome.in](https://api.microbiome.in)

## TruDiagno Website

**Category:** DIAGNOSTICS WEBSITE

A responsive static website for browsing pathology tests and health packages with prices, parameters, and expected turnaround times. Location-aware forms and WhatsApp buttons help customers enquire about home sample collection, callbacks, lab locations, and corporate wellness services.

**Technology:** Responsive, Static website, Test catalogue, Location forms, WhatsApp enquiries, SEO

**Project link:** [https://trudiagno.com](https://trudiagno.com)

## DataHelix AI Website

**Category:** GENOMICS WEBSITE

A responsive static website for DataHelix AI by miBiome Therapeutics LLP, presenting its work across scientific consulting, infectious diseases, oncology, onco-microbiome, transplant genomics, and rare diseases. Clear research-area navigation, collaboration calls to action, and contact forms help researchers and healthcare partners reach the right team.

**Technology:** Responsive, Static website, Research catalogue, Contact forms, Content architecture, SEO

**Project link:** [https://datahelix.ai](https://datahelix.ai)

## ATS Resume Generator

**Category:** CAREER TOOLS

A React resume builder that sends structured candidate details to a FastAPI backend, uses OpenRouter to generate ATS-ready content, and validates the result with Pydantic schemas and input/output guardrails before returning it for review.

**Technology:** React, FastAPI, OpenRouter, Pydantic, LLM guardrails

## SignalRoom

**Category:** CONVERSATION INTELLIGENCE

A private conversation intelligence workspace for meetings and sales calls. React captures live or uploaded audio, while FastAPI runs Microsoft VibeVoice for speaker-aware transcripts and OpenAI Whisper as a multilingual fallback. Ollama extracts summaries, decisions, action items, and sales signals locally, with PostgreSQL full-text search and pgvector making every conversation searchable without sending recordings to a third party.

**Technology:** React, FastAPI, Microsoft VibeVoice, OpenAI Whisper, Ollama, PostgreSQL, pgvector, Local AI

## InterviewLoop

**Category:** AI RECRUITING

A voice-led interview platform for first-round screening and candidate practice. React streams audio to FastAPI over WebSockets, Deepgram handles voice activity, pause detection, and transcription, and OpenRouter parses the job description to ask adaptive questions and produce structured feedback, with sessions and scores stored in PostgreSQL.

**Technology:** React, FastAPI, WebSockets, Deepgram, OpenRouter, PostgreSQL

## SourceVault

**Category:** DOCUMENT INTELLIGENCE

A private document assistant where users upload files or connect a dedicated Google Drive folder. FastAPI coordinates ingestion, Unstructured parses PDFs and office documents, S3 stores the originals, and Pinecone namespaces isolate each workspace before OpenRouter produces grounded answers with source references.

**Technology:** React, FastAPI, Google Drive API, Unstructured, Amazon S3, Pinecone, OpenRouter, RAG

## AnswerSync

**Category:** AI CUSTOMER SUPPORT

An embeddable website chatbot installed with a lightweight JavaScript snippet. A FastAPI backend schedules Firecrawl jobs to convert site content into Markdown, detects updates, and refreshes a pgvector knowledge base so OpenAI-generated answers stay grounded in the latest published information.

**Technology:** JavaScript SDK, FastAPI, Firecrawl, Celery, OpenAI, PostgreSQL, pgvector, RAG

## Microbiome Based Food Recommendations

**Category:** PERSONALISED NUTRITION

An LLM-powered RAG system that combines an individual's gut microbiome profile with retrieved nutrition knowledge to generate personalised food recommendations.

**Technology:** FastAPI, LangChain, OpenAI, Pinecone, RAG

## SEO Content Studio

**Category:** AI CONTENT PLATFORM

An AI-assisted publishing platform that researches blog ideas, keywords, and competing pages before producing editable outlines and SEO-ready Markdown. React provides the writing workspace, while FastAPI coordinates SerpApi, Firecrawl, and OpenAI. PostgreSQL stores titles, tags, drafts, and publication dates, and an approved post is published through React to a static site on Cloudflare Pages.

**Technology:** React, FastAPI, OpenAI, SerpApi, Firecrawl, PostgreSQL, Cloudflare Pages

## SiteComposer

**Category:** AI WEBSITE BUILDER

A guided AI website prototyper that turns an idea into a section-by-section React experience. A FastAPI orchestration layer uses function calling to select reusable Tailwind components and their variants, then inserts generated copy while preserving the tested base components.

**Technology:** React, TypeScript, Tailwind CSS, FastAPI, OpenAI, Function calling

## Contact

- [Akib Kamani's portfolio](https://akibkamani.com/index.html.md)
- [LinkedIn](https://www.linkedin.com/in/akibkamani/)
- [GitHub](https://github.com/akibkamani)