My career as a training run: 5 roles and 2 degrees over 6+ years, oldest first. Every checkpoint lists what I did, what I built there, and what the people around me said.My career as a training run: 5 roles and 2 degrees over 6+ years, oldest first. Every checkpoint lists what I did, what I built there, and what the people around me said.
ckpt-01Aug 2018 – Jul 2021· pre-training
Bachelor of Computer Applications
Amity Institute of Information Technology · Amity University Kolkata
“He is a very good coder and has been working in Amity University Kolkata, Bachelor of Computer Application department with a lot of dedication. I have known him for the last one and a half years as a first year BCA student and now he…” read all
“He is a very good coder and has been working in Amity University Kolkata, Bachelor of Computer Application department with a lot of dedication. I have known him for the last one and a half years as a first year BCA student and now he enters his final year of study. His skill sets include Internet of Things, React.js, Coding, website design and and obviously keeping a good camaraderie to learn. I have seen him work for long hours. I have also found his nature to be very down to earth and is easy to connect to. He is learning machine learning, coding, programming and obviously working to learn how to write good papers. He is also a team player and coordinated with others in the group as we have published journals and science activities. This rare mix of productivity and ambition sets a great example for the rest of the team, and explains why everyone loves working with Avhishek Adhikary. I wish you success in your future endevours.”
Dr. Pushan Kumar Dutta · Associate Professor · AI, IoT & Sustainability Researcher · Associate Editor, JBHI Research mentor at Amity · co-author on two publications · Jun 2020
“Avhishek has amazing command over many programming languages. He not only has a clear fundamental but can also easily teach languages such as C,C++ and Python to others. Apart from coding, he also excels in app development, web development…” read all
“Avhishek has amazing command over many programming languages. He not only has a clear fundamental but can also easily teach languages such as C,C++ and Python to others. Apart from coding, he also excels in app development, web development and database management. All in all, he is a true master of all that he knows!”
Nabanita Misra · QA Engineer at Google Operations Center · ex-Deloitte Studied together at Amity · May 2020
“Avhishek is really a very nice learner, having all his basics being clear with a profound knowledge in some of his favourite domains.”
Rohan Parasrampuria · Consultant · Gold Medalist in Computer Applications Studied together at Amity · May 2020
“Avhishek is a keen learner and one of the best programmers I have met till date.”
Sohaib Kamal · Quality Assurance Software Engineer Studied together at Amity · Jun 2020
“Avishek is has a clear knowledge in programming whether it's C or Python or Java. He knows it well. He's also a master in web development,app development etc whether it's front-end or back-end. He even teaches well. He'll start from the…” read all
“Avishek is has a clear knowledge in programming whether it's C or Python or Java. He knows it well. He's also a master in web development,app development etc whether it's front-end or back-end. He even teaches well. He'll start from the basics and will clear your doubts. His basics are so clear. He's a good friend and will even help those who needs his help. In short,he's an all-rounder.”
Priyadarshini Das · An Enthusiastic Learner Classmate
“He's a great programmer!”
Tanumay Khutia · Team Lead at AM Infoweb Studied together at Amity · May 2020
ckpt-02Apr 2020 – Jun 2020· 3 mos· Internship
Web Designer & Digital Marketing Analyst Intern
Travarsa Private Limited · Kolkata, India
Built the full-stack WordPress site for Guide Me Wide and ran its marketing campaigns.
Dynamic pop-ups and file uploads, boosting user retention by 25%.
Digital marketing campaigns that improved search rankings by 50%.
“A Self Motivated Candidate with proactive attitude to learn new subject and participate, a talented candidate - full of potential. His overall participation and work is really appreciated and motivating for other interns.”
Shammi Viren · Director at Travarsa Private Limited Managed Avishake directly · Aug 2020
ckpt-03Aug 2021 – Jun 2023· pre-training
Master of Computer Applications
Amity Institute of Information Technology · Amity University Kolkata
Shree Baljit Shastri Award for the Best in Human & Traditional Values
Amity University Kolkata · Achiever's Award
Conferred at the Class of 2023 convocation (MCA 2021–23) on students who display excellence in honesty, integrity, respect for others, a caring attitude and respect for heritage and culture.
human feedback
“Avishake had an indisputable potential and motivation for studies both during his BCA and MCA programmes. In my observation, his rate of progress had been remarkably noteworthy from one semester to the next semester. Based on his…” read all
“Avishake had an indisputable potential and motivation for studies both during his BCA and MCA programmes. In my observation, his rate of progress had been remarkably noteworthy from one semester to the next semester. Based on his performance, I rate Avishake among top 10% of his BCA and MCA batches.”
Dhrubasish Sarkar · Professor and Principal at Supreme Institute of Management and Technology Professor during BCA & MCA · co-author on two publications
ckpt-04Jul 2022 – Aug 2022· 2 mos· Internship
Web Developer Intern
Travarsa Private Limited · Kolkata, India
Delivered the full-stack WordPress site for MediFitServe.
Custom pop-ups, responsive design and file-upload functionality.
SEO/SEM analysis that grew site traffic by 40%.
Streamlined deployment to custom hosting, cutting completion time by 20%.
PTS Consulting Services · Kolkata, India · On-site
Graduate Engineer · Machine Learning EngineerSep 2023 – Jan 2024
Graduate Engineer TraineeAug 2023 – Sep 2023
Topped every trainee assessment: databases, Java full stack (Angular, Spring Boot), GCP/Azure/AWS, Power BI and Tableau.
Delivered ML and full-stack projects end to end in a lean IT team, working directly with the CEO and COO to turn requirements into shipped products.
Built a VGG16 document-comparison model for Smart Document Processing (SDP/IDP), improving comparison accuracy by 15%.
Designed and deployed Okta SSO for Yujj, with NFC-card and QR-code redirection flows.
Built KoyoX, a GPT-4 job assistant with text, voice and an interactive avatar, within a month of the Assistants API release; integrated KoyoX Beta into the careers site (PHP/MySQL).
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Built the DIGITYS GPT interface, giving employees GPT access without the OpenAI portal.
Bitbucket CI/CD with Docker deployment to Azure; code reviews cut deployment time by 25%.
“Avishake is an exceptional expert that stands out in his area thanks to his deep understanding of machine learning, java, angular, JavaScript, and other related topics. He also has excellent communication skills and etiquette. He produced…” read all
“Avishake is an exceptional expert that stands out in his area thanks to his deep understanding of machine learning, java, angular, JavaScript, and other related topics. He also has excellent communication skills and etiquette. He produced work of the highest caliber every time. Apart from his technical expertise, working with Avishake is a delight. He is a proactive, cooperative, and quick learner who is always prepared to go above and beyond to make sure a project is successful. Avishake comes highly recommended from me, and I have no doubt that he would contribute significantly to any team or project.”
Ronit Kumar Roy · SDET · Software Test Engineer at CBNITS Worked on the same team at PTS Consulting Services · Jan 2024
“Avishake is an outstanding professional with a keen knowledge in machine learning, java, angular, JavaScript etc. with good communication skill and manners, that set him apart in his field. He consistently delivered high-quality work. In…” read all
“Avishake is an outstanding professional with a keen knowledge in machine learning, java, angular, JavaScript etc. with good communication skill and manners, that set him apart in his field. He consistently delivered high-quality work. In addition to his technical prowess, Avishake is a pleasure to work with. He is proactive, collaborative and a great learner always willing to go the extra mile to ensure project success. I wholeheartedly recommend Avishake and am confident that he would be a valuable asset to any team or project.”
Ipsha Guha · Associate Consultant at Capgemini Reported directly to Avishake at PTS Consulting Services · Jan 2024
ckpt-06Feb 2025 – May 2025· 4 mos· Part-time
Computer Science Teacher
Bharatiya Vidya Bhavan Institute of Management Science · Kolkata, India · On-site
Taught Adobe Photoshop, Illustrator and SQL to 50+ BBA students through structured lab instruction.
Designed and delivered lesson plans combining visual communication and data-management best practice.
Graded assignments, projects and exams with constructive feedback.
Conducted WBJEE invigilation for the 2025–26 cohort.
ckpt-07Jun 2025 – Present· 1 yr 5 mos· Full-time· current
Machine Learning Engineer
Minion Technologies · Kolkata, India · On-site
Designing, building and deploying production AI for ZoyeMed, an autonomous medical-kiosk and healthcare platform combining LLMs, multimodal AI, medical devices, edge computing, telemedicine and computer vision, deployed across international markets on on-device inference and Scaleway cloud.
Fine-tune and quantize LLMs (MedGemma, Qwen, DeepSeek R1, Gemma, GPT-OSS) with PyTorch, LoRA/QLoRA, Unsloth and llama.cpp; optimized MedGemma-27B-IT with MXFP4 precision on NVIDIA Blackwell and ROCm hardware for edge inference.
Architected an on-prem medical-record de-identification pipeline that turns hospital archives into MedGemma training corpora: provider-agnostic multimodal page reading, PHI removal from text and scans via fractional rotated zonal masking, automated leak verification, AES-256 packaging with SHA-256 manifests. Zero surviving identifiers on validation.
Scaled it to multi-terabyte archives: data-driven redaction entities eliminating O(patients × pages) matching, header-only ZIP sniffing ~20× faster than decompression across 11,631 files, and checkpointed, resumable stages.
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Distributed training with DDP across multi-GPU HPC infrastructure.
Real-time voice and text conversational AI for clinical decision support with multimodal reasoning and tool calling, across Doctor, Nurse and Patient roles.
RAG over OpenFDA and ICD-11 knowledge bases, improving retrieval latency and performance by 30%.
Agentic CRM automation: lead discovery and scoring, organizational research, personalized email and SEO content generation.
PTZ-camera face detection and tracking for automated patient identification and examination workflows.
Python AI backends integrated with React/Electron, Docker and Spring Boot; Ubuntu kiosk enforcement, hardware validation tooling and Bluetooth/USB device integration.
“Working and learning alongside Avhishek is an absolute honour. He is sincere and inspiring to those around him, and helpful when in need.”
Rajdeep Chaturvedi · Consultant at Deloitte Worked on the same team · May 2020
●now: shipping healthcare AI at Minion Technologies●latest commit: Tone Sphere (2 Oct 2026)●183★ across 33 open-source repos●5 publications · 10 citations●based in Kolkata, working with the world●press ~ to open the terminal●auto-synced 4 Oct 2026●now: shipping healthcare AI at Minion Technologies●latest commit: Tone Sphere (2 Oct 2026)●183★ across 33 open-source repos●5 publications · 10 citations●based in Kolkata, working with the world●press ~ to open the terminal●auto-synced 4 Oct 2026
